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1<title>Products | Crowdee</title><meta name="description" content="Five crowd-powered products covering every stage of trustworthy content — gathering, verification, source research, AI result evaluation, and continuous monitoring."/><meta name="application-name" content="Crowdee"/><link rel="author" href="https://crowdee.ai"/><meta name="author" content="Crowdee GmbH"/><meta name="keywords" content="content verification,fact-checking,deepfake detection,AI verification,crowdsourcing,human-in-the-loop,DSA compliance,EU AI Act,media intelligence,newsroom tools"/><meta name="creator" content="Crowdee GmbH"/><meta name="publisher" content="Crowdee GmbH"/><meta name="robots" content="index, follow"/><meta name="googlebot" content="index, follow, max-video-preview:-1, max-image-preview:large, max-snippet:-1"/><link rel="canonical" href="https://crowdee.ai/products"/><meta property="og:title" content="Products"/><meta property="og:description" content="Five crowd-powered products covering every stage of trustworthy content — gathering, verification, source research, AI result evaluation, and continuous monitoring."/><meta property="og:url" content="https://crowdee.ai/products"/><meta property="og:type" content="website"/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:site" content="@CrowdeeDataLab"/><meta name="twitter:creator" content="@CrowdeeDataLab"/><meta name="twitter:title" content="Crowdee — Verify content at scale. With humans in the loop."/><meta name="twitter:description" content="Crowdee is a hybrid content verification platform that combines AI-powered triage with over 1 million screened crowd workers to produce auditable, defensible verdicts for newsrooms, compliance teams, and AI researchers."/><meta name="twitter:image" content="https://crowdee.ai/crowdee-logo.png"/><link rel="icon" href="/crowdee-icon.svg" type="image/svg+xml"/><meta name="next-size-adjust" content=""/>
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110}</style><section class="w-full bg-muted px-4 py-3"><div class="container"><div class="flex items-center gap-2"><div class="flex-1"><span class="text-sm"><span class="font-medium">Content Verification Service Now Available!</span> <span class="text-muted-foreground">Book your 30-minute demo<!-- --> <a class="underline underline-offset-2 hover:text-foreground" aria-label="Content Verification Service Now Available! Book your 30-minute demo" href="/demo">here</a>.</span></span></div><button type="button" tabindex="0" data-slot="button" aria-label="Close banner" class="group/button inline-flex items-center justify-center rounded-md border border-transparent bg-clip-padding text-sm font-medium whitespace-nowrap transition-all outline-none select-none focus-visible:border-ring focus-visible:ring-3 focus-visible:ring-ring/50 active:not-aria-[haspopup]:translate-y-
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1101.594l-1.051 5.558a1 1 0 0 1-1.966 0l-1.051-5.558a2 2 0 0 0-1.594-1.594l-5.558-1.051a1 1 0 0 1 0-1.966l5.558-1.051a2 2 0 0 0 1.594-1.594z"></path><path d="M20 2v4"></path><path d="M22 4h-4"></path><circle cx="4" cy="20" r="2"></circle></svg>Five Products, One Platform</span><h1 class="text-3xl font-semibold tracking-tight md:text-4xl lg:text-5xl">Every stage of trustworthy content — covered</h1><p class="mx-auto mt-4 max-w-2xl text-lg text-muted-foreground">From gathering raw material to continuously watching your AI for drift, Crowdee&#x27;s five products share one crowd, one job engine, and one audit trail.</p><p class="mt-4 text-sm text-muted-foreground">Need to run your own crowd program instead of buying a deliverable?<!-- --> <a class="underline hover:text-foreground" href="/crowd-platform">See the Crowd Platform</a>.</p></div><section class="border-t py-16 md:py-20"><div class="container"><div class="mx-auto grid max-w-5xl gap-6 md:grid-cols-2"><a class="group flex flex-col gap-4 rounded-xl border bg-card p-6 transition-colors hover:border-primary/40 hover:bg-muted/40" href="/content-gathering"><div class="flex size-10 items-center justify-center rounded-lg bg-primary/10 text-primary"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-search size-5" aria-hidden="true"><path d="m21 21-4.34-4.34"></path><circle cx="11" cy="11" r="8"></circle></svg></div><div><h2 class="text-lg font-semibold tracking-tight">Content Gathering</h2><p class="mt-1 text-sm font-medium text-muted-foreground">Crowd-powered discovery across the open web</p><p class="mt-3 text-sm text-muted-foreground">Point a trained crowd at your search criteria and get back matching posts, articles, and multimedia — with engagement and spread metrics attached.</p></div><span class="mt-auto inline-flex items-center gap-1 text-sm font-medium text-primary">Explore the Platform<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right size-3.5 transition-transform group-hover:translate-x-0.5" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></span></a>
110<a class="group flex flex-col gap-4 rounded-xl border bg-card p-6 transition-colors hover:border-primary/40 hover:bg-muted/40" href="/content-verification"><div class="flex size-10 items-center justify-center rounded-lg bg-primary/10 text-primary"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-shield-check size-5" aria-hidden="true"><path d="M20 13c0 5-3.5 7.5-7.66 8.95a1 1 0 0 1-.67-.01C7.5 20.5 4 18 4 13V6a1 1 0 0 1 1-1c2 0 4.5-1.2 6.24-2.72a1.17 1.17 0 0 1 1.52 0C14.51 3.81 17 5 19 5a1 1 0 0 1 1 1z"></path><path d="m9 12 2 2 4-4"></path></svg></div><div><h2 class="text-lg font-semibold tracking-tight">Multimedia Verification</h2><p class="mt-1 text-sm font-medium text-muted-foreground">AI + crowd review for text, image, audio, and video</p><p class="mt-3 text-sm text-muted-foreground">Detect manipulation, deepfakes, and AI-generated content across every modality, with confidence-scored verdicts and a full audit trail.</p></div><span class="mt-auto inline-flex items-center gap-1 text-sm font-medium text-primary">Explore the Platform<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right size-3.5 transition-transform group-hover:translate-x-0.5" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></span></a>
110<a class="group flex flex-col gap-4 rounded-xl border bg-card p-6 transition-colors hover:border-primary/40 hover:bg-muted/40" href="/source-research"><div class="flex size-10 items-center justify-center rounded-lg bg-primary/10 text-primary"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-compass size-5" aria-hidden="true"><circle cx="12" cy="12" r="10"></circle><path d="m16.24 7.76-1.804 5.411a2 2 0 0 1-1.265 1.265L7.76 16.24l1.804-5.411a2 2 0 0 1 1.265-1.265z"></path></svg></div><div><h2 class="text-lg font-semibold tracking-tight">Source Research</h2><p class="mt-1 text-sm font-medium text-muted-foreground">Trace content back to where it came from</p><p class="mt-3 text-sm text-muted-foreground">Combine automated web research with crowd and AI analysis to identify a source, the accounts behind it, and a credibility assessment.</p></div><span class="mt-auto inline-flex items-center gap-1 text-sm font-medium text-primary">Explore the Platform<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right size-3.5 transition-transform group-hover:translate-x-0.5" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></span></a>
110<a class="group flex flex-col gap-4 rounded-xl border bg-card p-6 transition-colors hover:border-primary/40 hover:bg-muted/40" href="/ai-output-evaluation"><div class="flex size-10 items-center justify-center rounded-lg bg-primary/10 text-primary"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-message-square-quote size-5" aria-hidden="true"><path d="M14 14a2 2 0 0 0 2-2V8h-2"></path><path d="M22 17a2 2 0 0 1-2 2H6.828a2 2 0 0 0-1.414.586l-2.202 2.202A.71.71 0 0 1 2 21.286V5a2 2 0 0 1 2-2h16a2 2 0 0 1 2 2z"></path><path d="M8 14a2 2 0 0 0 2-2V8H8"></path></svg></div><div><h2 class="text-lg font-semibold tracking-tight">AI Result Evaluation</h2><p class="mt-1 text-sm font-medium text-muted-foreground">Crowd-rated transparency for every AI verdict</p><p class="mt-3 text-sm text-muted-foreground">Ask a crowd panel to rate how clear, well-evidenced, and actionable an AI-generated result is — and feed that back into improving it.</p></div><span class="mt-auto inline-flex items-center gap-1 text-sm font-medium text-primary">Explore the Platform<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right size-3.5 transition-transform group-hover:translate-x-0.5" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></span></a>
110<a class="group flex flex-col gap-4 rounded-xl border bg-card p-6 transition-colors hover:border-primary/40 hover:bg-muted/40" href="/continuous-monitoring"><div class="flex size-10 items-center justify-center rounded-lg bg-primary/10 text-primary"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-gauge size-5" aria-hidden="true"><path d="m12 14 4-4"></path><path d="M3.34 19a10 10 0 1 1 17.32 0"></path></svg></div><div><h2 class="text-lg font-semibold tracking-tight">Continuous Monitoring</h2><p class="mt-1 text-sm font-medium text-muted-foreground">Always-on quality checks for your AI pipelines</p><p class="mt-3 text-sm text-muted-foreground">Schedule recurring crowd samples of your AI outputs and get flagged automatically when quality drifts from your own baseline.</p></div><span class="mt-auto inline-flex items-center gap-1 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110idual Agreement and account are needed.\"},{\"question\":\"Is Crowdee suitable for both one-off investigations and ongoing monitoring?\",\"answer\":\"Yes. Pay-as-you-go credits suit one-off investigations or evaluation projects. Managed campaigns are ideal for time-bound initiatives such as election monitoring. Enterprise agreements support continuous, high-volume monitoring with dedicated capacity and negotiated SLAs.\"},{\"question\":\"What is the difference between AI pipelines and crowd-assisted review?\",\"answer\":\"AI pipelines process content automatically using machine-learning models and return verdicts within seconds. 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For pure language processing without a verification verdict, the dedicated LT pipelines provide standalone transcription (Whisper, with segment timestamps), spoken language identification, and named entity recognition from the transcript.\"},{\"question\":\"What does video verification cover?\",\"answer\":\"Video Technical Integrity Check inspects container/codec consistency, frame-level anomalies, and audio-visual sync. Full Video Authentication adds frame-by-frame deepfake screening and audio authenticity assessment, followed by crowd visual review and expert assessment. Results include a verdict, a confidence score, and flagged frames or segments for human review.\"},{\"question\":\"What is multimodal verification?\",\"answer\":\"Cross-Modal Multimedia Consistency analyses 2+ files together — video, image, audio, and text — and checks that their metadata, timestamps, and narrative are consistent with each other, with a crowd cross-reference stage as final corroboration. This is particularly useful for detecting sophisticated composite fakes where individual files might each pass on their own.\"},{\"question\":\"How accurate are AI verdicts?\",\"answer\":\"Verdicts are probabilistic estimates produced by machine-learning models and may be incomplete, biased, or incorrect even when confidence is high. Identical inputs may yield different verdicts as models are updated. Accuracy varies by modality, content type, and manipulation method. For consequential use cases, we strongly recommend adding crowd review for human corroboration.\"},{\"question\":\"Can I rely on Crowdee's verdicts for editorial or legal decisions?\",\"answer\":\"Outputs are informational and are not, by themselves, legal, journalistic, regulatory, or other professional advice. They do not constitute a definitive determination of authenticity, manipulation, defamation, or copyright infringement. You remain responsible for reviewing each output and applying your own editorial and compliance controls before publication or regulatory submission.\"},{\"question\":\"How often are AI models updated?\",\"answer\":\"Models are updated regularly as new research and training data become available. Because of this, the same input may produce slightly different results over time. Model versioning is tracked in the audit trail included in each dossier, so historical verdicts remain reproducible and auditable.\"},{\"question\":\"Can I compose custom pipelines?\",\"answer\":\"Yes. Custom pipeline composition — selecting which modality pipelines to run, in what order, and with which quality gates — is available as part of managed campaign and enterprise agreements. Our team works with you during scoping to de
110sign a pipeline that matches your editorial or compliance workflow.\"},{\"question\":\"How quickly do AI pipelines return results?\",\"answer\":\"Fully automated AI pipelines typically return results within seconds for image and text, and within minutes for longer audio or video content depending on duration and the number of pipelines run. Crowd-assisted review takes additional time proportional to the task scope agreed during scoping.\"},{\"question\":\"What is a verdict?\",\"answer\":\"A verdict is the platform's determination for a given piece of content — for example, 'likely manipulated', 'consistent with authentic', or 'AI-generated'. It is accompanied by a confidence score, a set of supporting indicators, and a full audit trail. Verdicts from both AI pipelines and crowd review are included in the exported dossier.\"},{\"question\":\"What output formats are available?\",\"answer\":\"Dossiers are exportable as PDF and JSON. The JSON format is structured for programmatic ingestion into newsroom CMSs, compliance management systems, or internal tooling. The PDF format is designed for direct submission to editors, legal teams, or regulatory bodies.\"},{\"question\":\"Does Crowdee detect AI-generated images specifically?\",\"answer\":\"Yes. Deep Image Authentication includes a dedicated synthetic-content-screening stage that analyses images for artefacts characteristic of generative models (GANs, diffusion models, and others), scoring the likelihood the image was fully or partially AI-generated alongside the pipeline's overall verdict and confidence score.\"},{\"question\":\"Can I monitor pipeline run progress in real time?\",\"answer\":\"Yes. The platform uses WebSocket notifications to push live stage-by-stage progress updates to your browser as a verification pipeline run executes. You can see each stage transition — from pending through running to completed or failed — without refreshing the page. This is especially useful for longer multi-stage pipelines involving crowd review steps.\"}]},{\"slug\":\"crowd\",\"name\":\"Crowd \u0026 Human Review\",\"items\":[{\"question\":\"What is crowd-assisted human review?\",\"answer\":\"Crowd-assisted review distributes content items to multiple independent crowd workers who complete structured verification tasks — rating authenticity, flagging manipulation artefacts, or cross-checking contextual claims. Their individual judgements are aggregated, quality-controlled, and combined with AI pipeline output to produce a corroborated, auditable verdict.\"},{\"question\":\"How are crowd workers selected for a task?\",\"answer\":\"Workers are matched to tasks based on their language skills, domain knowledge, past performance, and quality scores on similar tasks. For specialist tasks — such as legal document review, regional language fact-checking, or domain-specific media analysis — dedicated worker pools with relevant qualifications are assembled.\"},{\"question\":\"How many workers review each item?\",\"answer\":\"The number of independent raters per item is agreed during campaign scoping and depends on the required confidence level, task complexity, and regulatory or editorial standards you need to meet. Typical configurations use three to five raters per item; higher counts are available for sensitive or high-stakes cases.\"},{\"question\":\"What is inter-rater agreement (IRA)?\",\"answer\":\"Inter-rater agreement is a statistical measure of how consistently independent workers rate the same item. High IRA indicates that the verdict is robust and reproducible; low IRA flags the item for further review or escalation. IRA metrics are included in the exported dossier.\"},{\"question\":\"What are gold questions?\",\"answer\":\"Gold questions are items with known correct answers that are embedded invisibly into the task flow. Workers are not told which questions are gold. Their performance on gold questions is tracked and used to identify inattentive or low-quality contributors, whose responses are down-weighted or excluded from aggregation.\"},{\"question\":\"How is overall quality controlled?\",\"answer\":\"Quality control combines inter-rater agreement analysis, gold question pass rates, attention checks, task completion time monitoring, and longitudinal performance tracking. Workers who consistently underperform are removed from active pools. These controls are configured per 
110campaign and their parameters are disclosed in the dossier.\"},{\"question\":\"How long does crowd review take?\",\"answer\":\"Turnaround depends on task complexity, the number of raters per item, the volume of items, and worker availability. Simple binary tasks typically turn around within hours; multi-step, expert-level review of complex media may take one to two days. We scope expected turnaround as part of every managed campaign.\"},{\"question\":\"Can I customise the review task?\",\"answer\":\"Yes. Review tasks are built using survey templates that can be tailored to your workflow — including the rating scale, decision categories, evidence-capture fields, and the instructions shown to workers. Custom templates are designed collaboratively with our team during campaign scoping.\"},{\"question\":\"Do I interact with crowd workers directly?\",\"answer\":\"No. Crowdee manages the entire worker pool — recruitment, qualification, task assignment, quality control, payment, and dispute resolution. You interact only with Crowdee as your single point of contact. Workers are Crowdee's independent contractors and do not contract directly with customers.\"},{\"question\":\"How are crowd verdicts combined with AI pipeline output?\",\"answer\":\"The platform presents AI pipeline verdicts and crowd verdicts side by side in the dossier, each with their own confidence scores and evidence. Where both agree, this strengthens the overall verdict. Where they diverge, the dossier highlights the discrepancy for your editorial or compliance review. Aggregation rules are configured per campaign.\"},{\"question\":\"Are crowd workers subject-matter experts?\",\"answer\":\"It depends on the task. General verification tasks — such as contextual plausibility checks or basic manipulation detection — use generalist pools. Tasks requiring domain expertise, such as medical misinformation review, legal document annotation, or regional political fact-checking, use specialist pools assembled and qualified for that purpose.\"},{\"question\":\"In which languages can crowd workers review content?\",\"answer\":\"Crowdee operates worker pools across many languages. The specific languages available for a given campaign are confirmed at scoping. If you need coverage in a language not currently in the active pool, contact our team — we can often arrange specialist coverage.\"},{\"question\":\"What happens when workers significantly disagree?\",\"answer\":\"Low inter-rater agreement is flagged automatically. Depending on the campaign configuration, items with high disagreement are either routed for an additional round of review with more raters, escalated to a senior reviewer, or flagged in the dossier as inconclusive — requiring your editorial or compliance team to make the final determination.\"},{\"question\":\"Is crowd review available for all content modalities?\",\"answer\":\"Yes. Crowd review is available for text, image, audio, and video content. The task interface is adapted for each modality — workers can annotate images directly, listen to audio segments and timestamp artefacts, or review video clips frame by frame, depending on the task design.\"},{\"question\":\"How is crowd labour invoiced?\",\"answer\":\"Crowd-worker labour is billed at €15 per worker-hour. The number of hours required for your campaign is estimated and agreed in advance based on task complexity, number of raters per item, and quality gates. There are no hidden markups and no surprise overruns beyond the agreed scope.\"}]},{\"slug\":\"crowdsourcing\",\"name\":\"Crowdsourcing Jobs \u0026 Surveys\",\"items\":[{\"question\":\"What is the Crowdsourcing feature in the Crowdee platform?\",\"answer\":\"The Crowdsourcing feature lets you design, publish, and manage human intelligence tasks directly inside the platform. You define a survey template to collect structured responses, optionally attach input data to create per-variant task slots, set per-task rewards and a validity window, and publish the job to Crowdee's worker pool. Workers complete tasks through a guided browser interface; their answers are stored, quality-controlled, and available for review, export, or re-use as input data for further verification pipeline runs.\"},{\"question\":\"How do I create a crowdsourcing job?\",\"answer\":\"Navigate to a project in the platform and open the Crowdsourcing tab. Click New Job, fill in the name, title, and description, link a published survey template version, optionally attach an input data set, set the reward credits per task and the job validity period, then publish. Jobs can also be created programmatically via POST /v2/projects/:projectId/crowd-jobs.\"},{\"question\":\"What are survey templates and how do they work?\",\"answer\":\"Survey templates are reusable form definitions built with SurveyJS. They define the questions, UI components, and validation rules that workers see when completing a task. Templates are versioned — you publish a new version when you change the template design, and jobs always reference a specific immutable version. Create and manage templates under Settings \u003e Survey Templates in the platform.\"},{\"question\":\"What is input data and how does it work with jobs?\",\"answer\":\"Input data sets are structured collections of key-value records — for example image URLs, text snippets, or claim pairs — that you attach to a job. Each record becomes a separate task variant: workers receive one variant per task slot. If no input data is attached, all workers see the same task. Input data sets can be created manually in the platform or generated automatically from accepted crowd answers via the Answers to Input Data export.\"},{\"question\":\"What is a dry run and when should I use one?\",\"answer\":\"A dry run is a test mode that restricts job access to a list of invited email addresses or a magic-token link. Credits are not blocked for dry runs. Use a dry run to validate your survey template, check the worker UI, and collect a small set of test answers before publishing the job to the full worker pool.\"},{\"question\":\"What is a qualification test?\",\"answer\":\"A qualification test is a short, unpaid screening job you build the same way as any other job (using the same survey builder), then mark as a qualification test. Each worker gets exactly one attempt — there is no retry — and passing is a one-time investment: once a worker passes, they stay qualified for that test going forward, with no need to requalify.\"},{\"question\":\"How do I require workers to pass a qualification test before starting my job?\",\"answer\":\"Use the Qualification Requirements wizard on your project: pick the qualification test, pick the job it should protect, and define one or more pass/fail conditions on the test's answers (for example, a specific answer must equal, exceed, or simply exist). All conditions for a test must be met to pass it, and a single job can require passing multiple different qualification tests. Workers who haven't taken a required test yet see a 'Start Qualification' prompt instead of the normal start button; workers who don't meet the conditions see a clear 'not qualified' screen with no retry.\"},{\"question\":\"What is the maximum work time for a job, and how does it affect the reward?\",\"answer\":\"When creating a paid job, you set a maximum work time per task, from 1 minute up to 24 hours. To keep pay fair relative to time, the reward must be at least 20 credits for every minute of that limit (for example, at least 200 credits for a 10-minute task) — the job form enforces this automatically. Once a worker starts a task, they see a live countdown with a short grace-period warning near the deadline; if time runs out entirely, the task slot is released back into the pool so another worker can pick it up.\"},{\"question\":\"How does the task assignment lifecycle work?\",\"answer\":\"When a worker opens a job, the platform allocates one task slot per (worker × variant) combination up to the configured maximum repetitions per variant. The slot expires automatically if not submitted within the task expiry window. Workers can return a task without completing it. Each submitted answer is stored as a crowd answer linked to its task slot and is immediately available for review.\"},{\"question\":\"How do I review and accept or reject worker answers?\",\"answer\":\"Open the job's Answers tab in the platform to see all submitted responses. Inspect individual answers and mark each as accepted or rejected — with an optional rejection reason. Accepting an answer releases the blocked credits to the worker. Rejected answers are flagged for potential replacement. You can also list and review answers programmatically via GET /v2/crowd-jobs/:jobId/answers.\"},{\"question\":\"Can I export collected answers?\",\"answer\":\"Yes. Answers can be exported as JSON or CSV from the job's Answers tab or via GET /v2/crowd-jobs/:jobId/answers/export?format=json|csv with an optional status filter. You can also convert answers directly into a new dataset (POST .../answers-to-dataset) or a new input data set 
110(POST .../answers-to-input-data) for use in further pipeline runs or as training material.\"},{\"question\":\"How are credits managed for crowdsourcing jobs?\",\"answer\":\"When you publish a non-dry-run job, credits equal to maxRepetitionsPerVariant × variantCount × rewardCredits are blocked from your organisation's balance upfront. Credits are released to workers when their individual answers are accepted. Unused blocked credits are returned to your organisation balance when the job is archived. Every one of these events — funding, refunds, and reward adjustments — appears as its own line in your organisation's cost log under Settings → Billing, with a running balance.\"},{\"question\":\"Can I clone an existing job?\",\"answer\":\"Yes. Use the Clone action on the job detail page, or call POST /v2/crowd-jobs/:jobId/clone. The new job copies all settings from the original. You can optionally clone it as a dry run first to test before going live. Cloning does not duplicate the underlying input data or survey template — both are referenced, not copied.\"},{\"question\":\"What file types can workers attach to their answers?\",\"answer\":\"Workers can attach images (JPEG, PNG, WebP, GIF), audio (MP3, WAV, FLAC), video (MP4, WebM, MOV), and PDF or text documents to their answers if the survey template includes a file-upload question. Attached files are stored in your organisation's S3 bucket and can be downloaded in bulk via GET /v2/crowd-jobs/:jobId/files/download.\"}]},{\"slug\":\"pricing\",\"name\":\"Pricing \u0026 Billing\",\"items\":[{\"question\":\"What pricing models are available?\",\"answer\":\"Crowdee offers four commercial paths: Free (the public Content Verification demo, no account required), Pay-as-you-go (credits, from €0.05 per verification, no commitment), Managed Campaigns (custom-scoped, fixed-fee engagements run by our team), and Enterprise (annual agreements with negotiated quotas, SLAs, and dedicated capacity).\"},{\"question\":\"What is pay-as-you-go?\",\"answer\":\"Pay-as-you-go gives you self-serve access to AI verification pipelines. You top up credits when you need them and consume them at your own pace. Pricing is pipeline-level — you pay only for the verifications you actually run, starting at €0.05 per call depending on the pipeline. There is no minimum spend and no monthly commitment.\"},{\"question\":\"What are Managed Campaigns?\",\"answer\":\"Managed Campaigns are custom-scoped, fixed-fee engagements where our team designs the verification pipeline, configures survey templates, manages the crowd, and delivers a final auditable dossier. They are ideal for newsrooms, compliance teams, and researchers who want to hand the operational complexity to us and receive a finished result.\"},{\"question\":\"What is an Enterprise agreement?\",\"answer\":\"Enterprise agreements are annual contracts that include negotiated API quotas, dedicated processing capacity, custom SLAs with uptime and response targets, SSO and role-based access control, a signed DPA, and a named technical account manager. They are designed for production integrations that require throughput, control, and accountability.\"},{\"question\":\"How much does crowd-worker labour cost?\",\"answer\":\"Crowd-worker labour is invoiced at €15 per worker-hour. The hours required for a campaign are scoped and agreed in advance based on task complexity, the number of independent raters per item, and the quality gates you need. There are no markups and no surprise overruns beyond the agreed scope.\"},{\"question\":\"Is there a minimum spend or commitment for pay-as-you-go?\",\"answer\":\"No. Pay-as-you-go has no minimum spend and no monthly commitment. You top up credits as needed and consume them at your own pace. Credits do not expire. For enterprise plans, annual commitments are required because they include dedicated capacity and negotiated SLAs; those terms are agreed in writing in advance.\"},{\"question\":\"How long are custom quotes valid?\",\"answer\":\"Unless stated otherwise in writing, custom quotes for managed campaigns and enterprise plans are valid for 30 days from the date of issue. After that, we will gladly refresh the quote if the underlying scope has not changed significantly.\"},{\"question\":\"What payment methods and currencies does Crowdee accept?\",\"answer\":\"We invoice in EUR and accept payment by SEPA bank transfer or PayPal, with Net 30 payment terms. Other 
110currencies and payment methods are available on request for enterprise contracts. Crowdee GmbH is a German company and issues VAT-compliant invoices.\"},{\"question\":\"Do prices include VAT?\",\"answer\":\"Prices are quoted net of statutory value-added tax. For self-service credit top-ups via PayPal in the platform, 19% German VAT is automatically added and shown before you pay if your organisation's billing address is in Germany — every other country isn't taxed automatically today. Only the net amount converts into platform credits; the VAT itself never does. For managed campaigns and enterprise invoices, we confirm the applicable tax treatment — including EU reverse-charge where a valid VAT ID applies — in the quote.\"},{\"question\":\"Can I switch from pay-as-you-go to a managed campaign later?\",\"answer\":\"Yes — that is by design. Many customers start with the free demo, evaluate a few pipelines on pay-as-you-go, and then graduate to a managed campaign or enterprise integration once they know which workflows they want us to operate end-to-end. There is no lock-in and no penalty for switching.\"},{\"question\":\"Are there discounts for non-profits, researchers, or newsrooms?\",\"answer\":\"Yes. We work with public-interest newsrooms, academic researchers, and non-profit fact-checking organisations under reduced rates and grant-funded arrangements. Contact us via /contact and tell us about your project — we will get back to you with a tailored proposal.\"},{\"question\":\"How do I top up credits for pay-as-you-go?\",\"answer\":\"Organisation admins can self-serve: open Settings → Billing in the platform, click Add Funds via PayPal, enter the number of credits you want, review the net/VAT/total breakdown, and pay via PayPal — credits land in your balance as soon as the payment is confirmed. For larger or recurring top-ups, you can still arrange this via your Individual Agreement by contacting our team through /contact or your account manager.\"},{\"question\":\"Can I see a full history of what my credits were spent on?\",\"answer\":\"Yes. Settings → Billing shows a complete cost log for your organisation: every top-up, job funding and refund, AI-evaluation and pipeline charge, and any manual credit grant, each with a running balance so you can always see how you got to your current total. Credit top-ups link through to their invoice; other entries show which job, pipeline run, or evaluation they belong to.\"},{\"question\":\"What are Net 30 payment terms?\",\"answer\":\"Net 30 means invoices are payable within 30 calendar days of the invoice date. Statutory late-payment interest applies after the due date in accordance with German law. Most of our managed campaign and enterprise customers operate on Net 30 terms.\"},{\"question\":\"How quickly can I get a quote?\",\"answer\":\"We aim to provide indicative pricing within one to two business days of an initial conversation. For complex managed campaigns or enterprise integrations with custom requirements, a more detailed quote may take slightly longer. Book a demo to start the process.\"},{\"question\":\"How does billing work for a managed campaign?\",\"answer\":\"Managed campaigns are billed as a fixed fee agreed in writing before work begins, covering pipeline usage and any included crowd hours. Additional crowd hours or scope changes are agreed and invoiced separately. A deposit may be required for large engagements. Final invoicing follows completion of the deliverable.\"}]},{\"slug\":\"compliance\",\"name\":\"Data, Privacy \u0026 Compliance\",\"items\":[{\"question\":\"Where is my data stored and processed?\",\"answer\":\"All Crowdee-operated systems are hosted in Germany. The website and self-hosted analytics run on dedicated servers at netcup GmbH in German data centres; our automation and workflow backend runs on Crowdee-owned hardware in Berlin. Third-party AI model providers engaged as processors may be located outside the EU/EEA — transfers are safeguarded by the EU–US Data Privacy Framework and Standard Contractual Clauses.\"},{\"question\":\"Is Crowdee GDPR-compliant?\",\"answer\":\"Yes. Crowdee processes personal data in accordance with the GDPR, the German Federal Data Protection Act (BDSG), and the TDDDG for cookies and similar technologies. Where we process personal data on your behalf as a processor, we sign a data-
110processing agreement under Art. 28 GDPR before processing begins.\"},{\"question\":\"Can I sign a data-processing agreement (DPA)?\",\"answer\":\"Yes. We sign an Art. 28 GDPR data-processing agreement before processing any customer data on your behalf. The DPA lists sub-processors, transfer mechanisms, retention periods, and the technical and organisational measures we apply. Contact [email protected] to initiate the DPA process.\"},{\"question\":\"Who are Crowdee's sub-processors?\",\"answer\":\"A current list of sub-processors — including the service they provide and their country of establishment — is published at /subprocessors. We update this list when sub-processors change and notify customers with reasonable advance notice, as required by the DPA.\"},{\"question\":\"Are uploaded images or content used to train AI models?\",\"answer\":\"No. Uploaded content and pipeline outputs are processed solely to produce verification results. Crowdee does not use customer content to train its own foundation models. We contractually require the third-party AI model providers we engage not to use inputs or outputs to train their models.\"},{\"question\":\"How long is my data retained?\",\"answer\":\"Uploaded image bytes are kept only for the duration of the inference call and are not persisted to disk. The hash-keyed result cache expires after 24 hours. Other data — such as account information, dossiers, and audit logs — is retained as described in the Privacy Policy and your Individual Agreement, and is deleted on request or at contract termination.\"},{\"question\":\"Does Crowdee support DSA Art. 34/35 compliance obligations?\",\"answer\":\"The platform is designed to support these obligations: auditable verdicts with confidence scores, inter-rater agreement metrics, traceable evidence retrieval, and exportable dossiers map onto the systemic risk assessment and mitigation documentation requirements of the Digital Services Act. Crowdee does not, however, take over your regulatory obligations — you remain the controller and regulated party.\"},{\"question\":\"Does Crowdee help with EU AI Act compliance?\",\"answer\":\"Yes, in a similar way to DSA support. The platform's audit trails, confidence scoring, human-in-the-loop review, and exportable dossiers are designed to support the documentation and transparency requirements of the EU AI Act. Your legal and compliance teams must determine how to apply Crowdee's tooling within your specific regulatory programme.\"},{\"question\":\"What technical and organisational security measures does Crowdee apply?\",\"answer\":\"Details are published at /security. Highlights include end-to-end TLS encryption in transit, encryption at rest, role-based access control, regular penetration testing, and incident response procedures. A summary of measures is included in the DPA.\"},{\"question\":\"Can I request deletion of my data?\",\"answer\":\"Yes. You have the right to request erasure of personal data under GDPR Art. 17, subject to applicable retention obligations. Submit deletion requests to [email protected]. We will confirm receipt and complete the erasure within the timeframe required by law.\"},{\"question\":\"How are international data transfers to third countries safeguarded?\",\"answer\":\"Transfers to third-party AI model providers established outside the EU/EEA are covered by the EU–US Data Privacy Framework (for US providers) and/or Standard Contractual Clauses (SCCs) adopted by the European Commission. Transfer mechanisms are listed in the sub-processor register at /subprocessors.\"},{\"question\":\"Who is the data controller for my personal data?\",\"answer\":\"In the context of the Crowdee website and free demo, Crowdee GmbH is the data controller. In the context of verification campaigns and API use, you (the customer) are the data controller for content you submit, and Crowdee acts as your data processor under an Art. 28 GDPR DPA.\"},{\"question\":\"How do I contact Crowdee about privacy matters?\",\"answer\":\"For privacy-related questions, data subject rights requests, or DPA inquiries, contact [email protected]. For sub-processor information, see /subprocessors. Our full Privacy Policy is available at /privacy.\"},{\"question\":\"How do I report a security vulnerability?\",\"answer\":\"Please disclose vulnerabilities responsibly to [email protected]. We ask that you give us reasonable time to investigate and remediate before public disclosure. Details of our responsible disclosure policy are published at /security.\"},{\"question\":\"Does Crowdee issue a signed DPA before data processing begins?\",\"answer\":\"Yes, always. We will not begin processing personal data on a customer's behalf without a signed Art. 28 GDPR DPA in place. This applies to managed campaigns, API integrations, and enterprise agreements. If your procurement process requires a security questionnaire or additional documentation, contact [email protected].\"}]},{\"slug\":\"api\",\"name\":\"API \u0026 Integrations\",\"items\":[{\"question\":\"Is there a REST API?\",\"answer\":\"Yes. Crowdee exposes a versioned REST API (currently /v2) for programmatic access to verification pipelines, workflow management, and result retrieval. The API is type-safe, documented via OpenAPI, and explorable interactively via the Scalar UI at /v2.\"},{\"question\":\"What can I do with the API?\",\"answer\":\"Via the API you can submit c
110ontent for verification, trigger specific verification and Language Technology (LT) pipelines, retrieve results and dossiers, manage projects and workflows, manage datasets (upload files, trigger cleaning, enrichment, and LT pipeline runs, export processed files), and integrate Crowdee verdicts and linguistic outputs directly into your own systems. LT pipeline endpoints cover transcription, language identification, named entity recognition, translation, and OCR — on individual project files or an entire dataset version at once. The exact endpoints and features available depend on your plan and Individual Agreement.\"},{\"question\":\"Can I manage media datasets via the API?\",\"answer\":\"Yes. The Datasets API lets you create and manage named multi-modal file collections programmatically. You can upload files, list and retrieve versioned snapshots, trigger cleaning pipelines (e.g. audio silence trimming), kick off per-file enrichment jobs, run Language Technology pipelines on all files in a version (`POST /v2/lt-pipelines/dataset/:id/versions/:vId/run`), and export all processed files via time-limited presigned download URLs. Dataset versions can then be referenced when starting a verification pipeline run. Full endpoint documentation is in the OpenAPI specification at /v2/openapi.json.\"},{\"question\":\"How do I get API access?\",\"answer\":\"API access is available under pay-as-you-go and enterprise plans. Book a demo at /demo and we will scope the right access level for your use case. After agreeing an Individual Agreement, you will receive an API key to authenticate requests.\"},{\"question\":\"Are there API rate limits or quotas?\",\"answer\":\"Yes. Rate limits and quotas are defined in your Individual Agreement. Pay-as-you-go plans have standard rate limits. Enterprise agreements include negotiated quotas and dedicated processing capacity so limits do not constrain production workflows.\"},{\"question\":\"How is the API authenticated?\",\"answer\":\"API requests are authenticated using an API key passed via the X-API-Key header or as an Authorization: ApiKey \u003ckey\u003e bearer token. Keys are generated per account and can be scoped to specific organisations. Keys should be treated as secrets and never exposed in client-side code.\"},{\"question\":\"Is there an OpenAPI specification?\",\"answer\":\"Yes. The full OpenAPI specification is available at /v2/openapi.json. An interactive Scalar UI explorer is available at /v2. An LLM-optimised plain-text summary of the API is available at /v2/llms.txt for AI-assisted development.\"},{\"question\":\"Can I integrate Crowdee with a newsroom CMS?\",\"answer\":\"Yes. Newsroom CMS integrations are a common use case for our API and enterprise customers. We have experience with custom integrations into a range of editorial systems. Integration scoping and implementation support are available as part of managed campaign and enterprise agreements.\"},{\"question\":\"Can I do bulk or batch processing via the API?\",\"answer\":\"Yes. The API supports bulk uploads and batch processing for large volumes of content. Batch endpoints allow you to submit multiple items in a single request and retrieve aggregated results. Throughput limits for batch processing are defined in your Individual Agreement.\"},{\"question\":\"What output format does the API return?\",\"answer\":\"The API returns structured JSON responses. Each response includes the verdict, confidence score, supporting indicators, pipeline metadata, and a reference to the full dossier (available as PDF + JSON). Schema definitions are available in the OpenAPI specification at /v2/openapi.json.\"},{\"question\":\"Is there a sandbox or test environment?\",\"answer\":\"A sandbox environment for integration testing is available for enterprise customers. For pay-as-you-go and managed campaigns, integration testing can be arranged during the onboarding phase. Ask about sandbox access when booking your demo.\"},{\"question\":\"What API SLAs are available?\",\"answer\":\"Standard email support is available for pay-as-you-go API users. Enterprise agreements include custom SLAs with defined uptime targets, incident response times, and a named technical account manager. SLA terms are negotiated and documented in writing in the enterprise contract.\"},{\"question\":\"Is there a client SDK?\",\"answer\":\"The primary interface is the REST API, which can be consumed directly from any language or HTTP client. Official SDK libraries are not currently published, but the OpenAPI spec at /v2/openapi.json can be used to auto-generate clients in most languages. Contact us if you need integration assistance.\"},{\"question\":\"Are webhooks available?\",\"answer\":\"Webhooks for asynchronous result delivery are available for enterprise and managed campaign customers. They allow Crowdee to push verification results directly to your endpoint when processing completes, eliminating the need for polling. Webhook endpoints are configured in your Individual Agreement.\"},{\"question\":\"How do I get technical support for API issues?\",\"answer\":\"For API-related questions and technical issues, open a supp
110ort ticket at /ticket or use the /support page. Enterprise customers with a named technical account manager can contact their TAM directly for prioritised assistance. For urgent production issues covered by an SLA, follow the escalation procedure defined in your contract.\"},{\"question\":\"Where is the full API documentation?\",\"answer\":\"The interactive Scalar API explorer at /v2 lets you make live API calls directly from your browser. For endpoint references, authentication, request and response schemas, and error codes, refer to the OpenAPI specification at /v2/openapi.json.\"},{\"question\":\"Does Crowdee have an MCP server?\",\"answer\":\"Yes. The Crowdee API includes a Model Context Protocol (MCP) server at POST /v2/mcp. It uses the Streamable HTTP transport and is compatible with any MCP client, including AI coding assistants and agent frameworks. Authentication works identically to the REST API — pass your X-API-Key header. The server exposes 46 tools and 4 resources covering projects, datasets, Data Platform pipeline runs (cleaning, dedup, and Language Technology), AI Platform finetuning (base models, training datasets, finetune runs, models), verification pipeline runs, crowdsourcing jobs and answers, content gathering, AI output evaluation, and continuous monitoring.\"},{\"question\":\"What can I do with the Crowdee MCP server?\",\"answer\":\"The MCP server lets AI assistants and agent frameworks interact with the Crowdee platform programmatically. Available tools include listing and creating projects, browsing and creating datasets, running Data Platform cleaning, dedup, and Language Technology pipelines and checking their status, assembling AI Platform training datasets and starting finetuning runs, listing finetuned models, running verification pipelines, checking run status and results, managing crowdsourcing jobs and worker answers, creating content-gathering jobs and reviewing gathered items, requesting AI output evaluations (including for your own AI system's output) and reading their results, and creating and reading continuous-monitoring schedules — all without writing REST API calls manually. Four MCP resources expose the verification pipeline catalog, the unified Data Platform pipeline catalog, and the AI Platform base-model catalog as structured data.\"},{\"question\":\"How do I connect an MCP client to Crowdee?\",\"answer\":\"Configure your MCP client with the endpoint https://api.crowdee.ai/v2/mcp (Streamable HTTP transport) and set the X-API-Key header to your Crowdee API key (crw_...). Most clients accept a headers configuration block for this. Use the X-Organization-Id header to select a specific organisation if your key has access to more than one. A full list of tools and their input schemas is returned by the standard MCP tools/list call.\"}]},{\"slug\":\"crowdworkers\",\"name\":\"For Crowdworkers\",\"items\":[{\"question\":\"How do I become a Crowdee crowd worker?\",\"answer\":\"Join the waitlist at /crowdworkers. You will be asked to provide basic information about your background, skills, languages, and areas of expertise. Once your application is reviewed and approved, you will be onboarded to the platform and assigned to suitable tasks as they become available.\"},{\"question\":\"What kinds of tasks will I complete?\",\"answer\":\"Tasks vary by campaign and include content authenticity review, media annotation, fact-checking support, bias assessment, text classification, image labelling, audio and video review, and quality-checking other workers' outputs. Task interfaces are structured and guided — you do not need prior platform experience to complete them.\"},{\"question\":\"How much do crowd workers earn?\",\"answer\":\"Earnings depend on the task type, complexity, and the rates agreed for each campaign. Crowdee invoices its customers at €15 per worker-hour for crowd labour, and worker compensation is set to reflect a fair share of that rate. Specific rates for each task are communicated before you accept it.\"},{\"question\":\"How and when do I get paid?\",\"answer\":\"Payment terms are set out in your contractor agreement with Crowdee. Earnings are typically calculated at the end of each campaign or billing period and paid via bank transfer. If you have questions about a specific payment, contact our worker support team via /support.\"}
110,{\"question\":\"Do I need any special qualifications?\",\"answer\":\"Requirements depend on the task. Many tasks require no formal qualifications beyond strong language skills and attention to detail. Some jobs require passing a short, unpaid qualification test first — you get one attempt, and once you pass you stay qualified for that job (and any other job that requires the same test) with no need to retest. If you don't meet the pass conditions, that job isn't available to you, but every other task you're eligible for still is.\"},{\"question\":\"What happens if I run out of time while completing a task?\",\"answer\":\"Every paid task has a maximum work time set by the client, and you'll see a live countdown once you start. As the deadline approaches, the timer shows a short grace-period warning; if you still don't submit in time, the task is marked expired and released back into the pool for another worker to pick up. Submitting before time runs out is the only way to have that specific attempt counted.\"},{\"question\":\"What languages can I work in?\",\"answer\":\"You can work in any language in which you are proficient and which is supported by active campaigns. When you register, you indicate your languages and proficiency levels. You will be matched with tasks in those languages as campaigns require them.\"},{\"question\":\"How many hours per week can I work?\",\"answer\":\"There is no fixed minimum or maximum. You work as many hours as tasks are available and you choose to accept. Availability fluctuates by campaign — some periods will have more tasks than others. The platform is designed to be flexible and to fit around other commitments.\"},{\"question\":\"Are crowd workers employees or independent contractors?\",\"answer\":\"Crowd workers are independent contractors, not employees of Crowdee. You are responsible for your own tax obligations in your country of residence. The contractual relationship is governed by the contractor agreement you sign when joining the platform.\"},{\"question\":\"How does task assignment work?\",\"answer\":\"Tasks are distributed via the platform based on your profile, language skills, domain qualifications, current performance scores, and task requirements. You will be notified when suitable tasks are available. You can accept or decline tasks before beginning them.\"},{\"question\":\"What are gold questions and why do they matter to me?\",\"answer\":\"Gold questions are embedded quality-control items with known correct answers. They appear indistinguishable from regular tasks. Your performance on gold questions contributes to your quality score, which affects your task assignments. Consistent, accurate responses to gold questions help maintain your active status on the platform.\"},{\"question\":\"How is my work quality assessed?\",\"answer\":\"Your quality is assessed using your gold question pass rate, inter-rater agreement with other workers on shared items, task completion time, and historical performance trends. These metrics are combined into an overall quality score that is reviewed regularly. We provide feedback where possible to help you improve.\"},{\"question\":\"Can I be removed from the platform?\",\"answer\":\"Yes. Workers who consistently underperform, violate the platform's terms of service, provide dishonest responses, or are inactive for an extended period may be suspended or permanently removed. We aim to provide a warning and an opportunity to address issues before taking action where circumstances allow.\"},{\"question\":\"Is my personal data protected?\",\"answer\":\"Yes. Your personal data is processed in accordance with Crowdee's Privacy Policy and the GDPR. As a worker, you are a data subject and have the right to access, correct, or request deletion of your data. Contact [email protected] for data subject requests.\"},{\"question\":\"Who do I contact if I have a problem or question?\",\"answer\":\"For task-related questions, use the in-platform messaging or help function. For account issues, payment queries, or other matters, contact our worker support team by opening a ticket at /ticket or writing to supp
110[email protected]. We aim to respond within one business day.\"},{\"question\":\"Can I work from any country?\",\"answer\":\"Crowdee accepts worker applications from many countries, but eligibility may be subject to legal and compliance restrictions in certain jurisdictions. Current eligibility information is listed on the /crowdworkers page. If your country is not listed, contact us — eligibility may change as we expand operations.\"}]},{\"slug\":\"products\",\"name\":\"Products\",\"items\":[{\"question\":\"What are Crowdee's five products?\",\"answer\":\"Content Gathering (crowd-sourced discovery of posts and media matching your criteria), Multimedia Verification (AI + crowd detection of manipulation and synthetic content), Source Research (tracing content back to its origin with a credibility assessment), AI Result Evaluation (crowd rating of how transparent and well-explained an AI verdict is), and Continuous Monitoring (a recurring, scheduled version of AI Result Evaluation that flags quality drift automatically).\"},{\"question\":\"Do I need to use all five products together?\",\"answer\":\"No. Each product works standalone, but they're designed to chain together — for example, gathered content can flow directly into verification or source research, and any verification result can be evaluated or continuously monitored without extra setup.\"},{\"question\":\"How does Content Gathering avoid duplicate results?\",\"answer\":\"Every submitted item is deduplicated per job using a content hash, so you're never charged twice for the same post or article even if multiple crowd workers find it independently.\"},{\"question\":\"Is Multimedia Verification the same as the free demo at /content-verification?\",\"answer\":\"The free demo showcases one pipeline against a single image. The full Multimedia Verification product runs across all 14 verification pipelines covering image, audio, video, and text, with optional crowd review stages and full audit trails.\"},{\"question\":\"What does Source Research tell me about a piece of content?\",\"answer\":\"A source pointer (where it was first published or shared), background on the accounts involved, a category — government, private, or company — and a credibility score with a written explanation.\"},{\"question\":\"Who rates AI results in AI Result Evaluation?\",\"answer\":\"A crowd panel of at least three reviewers rates each result on clarity, evidence sufficiency, actionability, and bias risk. Ratings roll up into a single transparency score for that run.\"},{\"question\":\"What happens with the feedback collected by AI Result Evaluation?\",\"answer\":\"Every rating is written to an append-only feedback log tied to the specific AI pipeline it evaluated. Crowdee doesn't automatically retrain or adjust prompts from it — it's a durable signal for your team, or ours, to act on.\"},{\"question\":\"How often can Continuous Monitoring sample my AI outputs?\",\"answer\":\"Hourly, daily, or weekly, per schedule. Each schedule can be scoped to your whole organisation or a single project.\"},{\"question\":\"What counts as \\\"drift\\\" in Continuous Monitoring?\",\"answer\":\"A sampled run's transparency score is compared against that schedule's own trailing average of prior completed runs. A meaningful deviation is flagged — there's no absolute quality bar to configure, since each schedule calibrates against its own history.\"},{\"question\":\"Are these products available via API?\",\"answer\":\"Yes. All five products are available through the same REST API as the rest of the platform, documented at /docs alongside the core verification and Language Technology pipelines.\"}]},{\"slug\":\"data-platform\",\"name\":\"Data Platform\",\"items\":[{\"question\":\"What is the Data Platform?\",\"answer\":\"The Data Platform is where the files behind Crowdee's other offerings actually live: named, versioned datasets plus a unified pipeline catalog for cleaning, deduplicating, converting, redacting, splitting, and crowd-labeling them. Datasets created or cleaned here can feed directly into a Verification Platform pipeline run, or seed a Crowd Platform job's input data.\"},{\"question\":\"How is the Data Platform different from the five products and the Crowd Platform?\",\"answer\":\"The five products and the Verification Platform deliver a verdict; the Crowd Platform lets you run your own crowd program. The Data Platform is the layer underneath both — it's where you create, clean, and version the files those other offerings actually run against.\"},{\"question\":\"What is a dataset?\",\"answer\":\"A dataset is a named, versioned collection of files — image, audio, video, text, document, or multimodal. Every cleaning, conversion, redaction, or split creates a new derived version; the original raw version is never overwritten, so you always have a full audit trail back to the source files.\"},{\"question\":\"What pipelines does the Data Platform catalog include?\",\"answer\":\"13 pipelines today: audio silence trimming, format conversion, PII redaction, content-hash deduplication, train/validation/test splitting, crowd-assisted labeling, and all 7 Language Technology pipelines (transcription, translation, OCR, language identification, and entity detection).\"},{\"question\":\"What does deduplication do?\",\"answer\":\"The dedup-content-hash pipeline computes a SHA-256 content hash for every file in a dataset version and flags exact-duplicate groups for manual review. It's non-destructive — nothing is deleted automatically; you explicitly exclude a flagged duplicate from the version afterward 
110if you want to.\"},{\"question\":\"What file formats can be converted?\",\"answer\":\"Format conversion currently supports audio only (mp3, wav, ogg, flac, m4a) via ffmpeg. Image, video, and document conversion are planned but not yet available.\"},{\"question\":\"How does PII redaction work?\",\"answer\":\"The pii-redact-text pipeline sends text file contents to an LLM, which detects and redacts personally identifiable information — names, emails, phone numbers, addresses, ID numbers — according to a redaction style you choose (masking, removal, or placeholder tags), and writes the result to a new derived file.\"},{\"question\":\"What is train/validation/test splitting?\",\"answer\":\"The split-dataset-version pipeline partitions a dataset version's files into three new sibling versions — train, validation, and test — by random assignment to ratios you configure. Files are reused by reference, never copied, so the split is instant regardless of dataset size.\"},{\"question\":\"What is crowd-assisted labeling?\",\"answer\":\"The crowd-label-classify pipeline has a crowd assign a label from a taxonomy you define to every file in a dataset version, with independent majority-vote consensus resolved per file once enough workers have responded to that specific file. Because crowd jobs are project-scoped, running this pipeline requires specifying which project the generated job should live under.\"},{\"question\":\"Can a dataset feed a crowd job, or a crowd job feed a dataset?\",\"answer\":\"Yes, in both directions. A dataset version's files can seed a Crowd Platform job's input data, and results from a Crowd Platform content-gathering job can flow back into a new dataset — without a manual re-export step.\"},{\"question\":\"Is the Data Platform available via API?\",\"answer\":\"Yes. GET /v2/data-platform/pipelines/catalog lists all pipelines, POST /v2/data-platform/pipelines/:slug/run triggers one against a project's files or a dataset version, and GET /v2/data-platform/pipelines/runs (and /runs/:runId) track progress.\"},{\"question\":\"What does the Data Platform cost?\",\"answer\":\"Dataset cleaning, format conversion, deduplication, and splitting are free. PII redaction costs 50 credits per file. Crowd-assisted labeling costs 40 credits per worker response (typically 3 responses per file). Language Technology pipelines cost 100-350 credits per file depending on the pipeline.\"}]},{\"slug\":\"ai-platform\",\"name\":\"AI Platform\",\"items\":[{\"question\":\"What is Crowdee's AI Platform?\",\"answer\":\"It's the fourth Crowdee module: a self-serve way to finetune small, open-source language models on your own labeled data, then evaluate the result with Crowdee's crowd before you trust it in production.\"},{\"question\":\"Do I need to already be a Data Platform or Crowd Platform customer to use it?\",\"answer\":\"You need training data from at least one of the two: a Data Platform dataset version, or an existing Crowd Platform job's answers. The AI Platform doesn't generate labels itself — it turns labels and data you already have into a finetuned model.\"},{\"question\":\"What kind of models does it produce — a full LLM I can license, or something smaller?\",\"answer\":\"Small, open-source language models (from families like Ministral, Gemma, Qwen, and Granite) rather than frontier-scale models — finetuned specifically on your task and data, not trained from scratch.\"},{\"question\":\"How does training data get built from a Data Platform dataset?\",\"answer\":\"If your dataset version has already been through the Data Platform's Crowd-Assisted Labeling pipeline, the AI Platform turns those per-file labels into a ready-to-use classification training set automatically.\"},{\"question\":\"How does training data get built from a Crowd Platform job?\",\"answer\":\"Any completed crowdsourcing job's accepted answers can be assembled into a training set — useful for tasks like classification or instruction-following where your crowd has already produced the ground truth y
110ou want the model to learn.\"},{\"question\":\"Can I have the crowd validate my finetuned model's output?\",\"answer\":\"Yes — this is the recommended step before relying on any finetuned model. Submit a batch of its outputs through the same AI Result Evaluation flow used for any AI system's output, and get back crowd ratings for clarity, evidence, actionability, and bias risk.\"},{\"question\":\"Does finetuning automatically happen when my data changes, or is it a one-off?\",\"answer\":\"In this release, every finetuning run is started manually. Automatically retraining a model when new labels arrive, or when Continuous Monitoring flags quality drift, is on the roadmap but not available yet.\"},{\"question\":\"Will my finetuned model automatically replace the AI in my Verification Pipelines?\",\"answer\":\"Not yet. Today, a finetuned model is its own standalone asset in your model registry, usable for benchmarking and your own workflows. Wiring a finetuned model in as a drop-in replacement for a pipeline's built-in AI stage is a planned future step.\"},{\"question\":\"How is a finetuning run priced?\",\"answer\":\"Each run has a flat credit cost, shown upfront before you start it — the same pricing model used for Data Platform pipelines, rather than metered per-token or per-compute-hour billing.\"},{\"question\":\"Is my training data used to train models for other organizations?\",\"answer\":\"No. Every finetuning run, training dataset, and resulting model is scoped to your organization — your data is never used to train or improve another organization's model.\"},{\"question\":\"Where can I see and manage the models I've finetuned?\",\"answer\":\"Every completed run produces a versioned entry in your organization's private model registry, where you can review it, re-benchmark it, or start a new run from updated data.\"}]}]},\"testimonials\":{\"heading\":\"Trusted by Newsrooms, Researchers, and Platforms\",\"items\":[{\"name\":\"Editorial Director\",\"role\":\"Regional Newsroom\",\"content\":\"We used to fact-check manually. Now we process 5× the volume with full audit trails. The hybrid AI + crowd approach is exactly what we needed for election coverage.\"},{\"name\":\"Head of Compliance\",\"role\":\"Digital Platform\",\"content\":\"When the DSA audit came, we had documented human oversight for every content decision. Crowdee gave us the paper trail regulators expect.\"},{\"name\":\"ML Research Lead\",\"role\":\"Research University\",\"content\":\"Ground-truth datasets are everything in our research. Crowdee's inter-rater agreement stats let us publish with confidence.\"},{\"name\":\"Senior Fact-Checker\",\"role\":\"International News Network\",\"content\":\"The news-polygraph pipeline handles text, images, and video in one flow. That's a game-changer for our verification desk.\"},{\"name\":\"Director of Content Integrity\",\"role\":\"Media Agency\",\"content\":\"We've tried AI-only tools. They fail on edge cases. Crowdee's human-in-the-loop workflow catches what machines miss.\"},{\"name\":\"CTO\",\"role\":\"Media Tech Startup\",\"content\":\"Setup took under an hour. The API integrated cleanly into our existing pipeline and the crowd layer scaled instantly.\"}]},\"about\":{\"title\":\"About Crowdee\",\"description\":\"We are building the intelligence layer for media agencies — combining AI-powered triage with human expertise to verify content at scale. Born from the news-polygraph research project, we turn cutting-edge research into practical tools for newsrooms, fact-checkers, and content teams.\",\"image-alt-main\":\"Crowdee office\",\"image-alt-secondary\":\"Team collaboration\",\"ai-generated-badge\":\"AI generated\",\"breakout-title\":\"Built on 10+ years of research\",\"breakout-description\":\"Our technology originated in news-polygraph, a BMBF-funded research collaboration with leading media and research institutions. Today, we commercialize those insights for media agencies worldwide.\",\"breakout-button\":\"Explore our research\",\"achievements-title\":\"In Numbers\",\"achievements-description\":\"From research project to production platform — here is what we have built so far.\",\"achievements\":[{\"label\":\"Research Projects\",\"value\":\"3+\"},{\"label\":\"Media Partners\",\"value\":\"10+\"},{\"label\":\"Pipeline Categories\",\"value\":\"5+\"},{\"label\":\"Languages Supported\",\"value\":\"10+\"}],\"vision-title\":\"Our Vision\",\"vision-content\":\"Misinformation spreads faster than facts. Media agencies and newsrooms face an impossible volume of content to verify — every day, every hour, every breaking story.\\n\\nWe believe the answer is not AI alone, nor humans alone, but a seamless partnership between the two. Our platform uses AI to triage, prioritize, and pre-analyze content, then routes the right tasks to the right human experts at the right time.\\n\\nThe result: faster, more accurate verification workflows that scale with your content volume without compromising on quality.\",\"story-title\":\"Our Story\",\"story-content\":\"Crowdee started as news-polygraph, a BMBF-funded research project bringing together Deutsche Welle, RBB, DFKI, Fraunhofer IDMT, and other leading institutions to tackle automated fact-checking.\\n\\nOver five years of research, we developed AI pipelines for claim detection, evidence retrieval, stance classification, and credibility scoring — all validated by real journalists and fact-checkers.\\n\\nToday, as Crowdee, we commercialize those insights into a platform designed for media agencies: flexible, API-first, and ready to integrate into your existing content workflows. The same research-backed rigor, built for production scale.\",\"team-label\":\"Our Team\",\"team-heading-1\":\"Meet the\",\"team-heading-2\":\"Team\",\"team-subtitle\":\"Researchers, engineers, and operators bridging the gap between AI innovation and real-world media workflows.\"},\"careers\":{\"badge\":\"Careers\",\"heading\":\"No open roles right now — but we read every initiative application.\",\"intro\":\"Crowdee is a small, research-driven team in Berlin building hybrid AI plus human content verification. We are not running an active hiring round at the moment. If you think you should be working with us anyway, write to us — we will read it and reply.\",\"apply-button\":\"Send an initiative application\",\"about-button\":\"Learn about us\",\"footer-note\":\"[email protected] · Berlin, Germany · EU t
110ime zones preferred\",\"culture-badge\":\"What it is like here\",\"culture-heading\":\"A small team that takes verification seriously\",\"culture-description\":\"We are not a generic AI startup. We are a research-rooted company that ships, with customers in newsrooms, broadcasters, and policy teams across Europe.\",\"culture-items\":[{\"title\":\"Research-driven by default\",\"description\":\"Crowdee grew out of the BMBF-funded news-polygraph project with DW, rbb, Fraunhofer IDMT, DFKI, and TU Berlin. We still treat each pipeline like a small research problem before it ships.\"},{\"title\":\"Hybrid AI plus humans\",\"description\":\"We do not believe pure AI gets verification right at scale. Every product decision we take involves both model performance and the workflows of the people who actually use the verdicts.\"},{\"title\":\"Berlin office, remote-friendly\",\"description\":\"Our HQ is in Berlin-Mitte. We are happy to work fully remotely with people in EU time zones; we meet in person regularly when it matters.\"},{\"title\":\"Small, careful, long horizon\",\"description\":\"We hire slowly because we care about who joins. We would rather wait for the right person than fill a seat — which is exactly why this page is what it is.\"}],\"initiative-badge\":\"Initiative application\",\"initiative-heading\":\"Write to us even if you do not see your role here\",\"initiative-description\":\"Send your application to [email protected] with the subject \\\"Initiative application\\\". We read every message; expect a reply within roughly two weeks, faster when we can.\",\"initiative-button\":\"Write us\",\"initiative-link\":\"Or use the contact form\",\"profiles-badge\":\"Profiles we keep an eye out for\",\"profiles-heading\":\"Even without an open role, these profiles always get our attention\",\"profiles-description\":\"If your background sits anywhere near one of these areas, do not wait for a job ad — introduce yourself.\",\"profiles\":[{\"department\":\"Research \u0026 ML\",\"title\":\"Researchers in detection and verification\",\"description\":\"Synthetic-media detection, deepfake audio/video, NLP for veracity estimation, multimodal alignment, evaluation methodology. Publication track record welcome.\"},{\"department\":\"Engineering\",\"title\":\"Full-stack and platform engineers\",\"description\":\"TypeScript, Next.js, Hono, Bun, Postgres, BullMQ on the application side; Python and inference infrastructure on the pipeline side. We value taste, clarity, and people who finish things.\"},{\"department\":\"Crowd Operations\",\"title\":\"Survey designers and crowd-ops leads\",\"description\":\"Designing tasks for real human raters, running quality gates and inter-rater agreement, recruiting and managing the crowd, and translating editorial questions into structured judgements.\"},{\"department\":\"Go-to-market\",\"title\":\"B2B sales, partnerships, and customer success\",\"description\":\"Selling into newsrooms, trust-and-safety teams, and policy units. Comfortable with a complex technical product, longer sales cycles, and a research-heavy story.\"},{\"department\":\"Editorial \u0026 Content\",\"title\":\"Editorial and verification specialists\",\"description\":\"Fact-checkers, OSINT analysts, and editorial leads who can shape what an auditable verdict looks like — and what a good dossier needs to contain for a newsroom or a regulator.\"},{\"department\":\"Students\",\"title\":\"Working students, interns, and thesis projects\",\"description\":\"We regularly take on working students and thesis collaborations in ML, NLP, signal processing, and product engineering. If your topic sits anywhere near what we do, write us.\"}],\"apply-badge\":\"How to apply\",\"apply-heading\":\"What to put in the email\",\"apply-description\":\"Keep it short. We care more about clarity and craft than about cover-letter choreography.\",\"apply-steps\":[{\"title\":\"A short note about you\",\"description\":\"One or two paragraphs: what kind of role you would want, what you have built or studied, what excites you about verification.\"},{\"title\":\"Evidence of your work\",\"description\":\"CV plus whatever shows your craft best — a GitHub profile, a paper, a portfolio, a deck, a notebook, a release post. Quality beats completeness.\"},{\"title\":\"Where and how you want to work\",\"description\":\"Remote vs. Berlin, full-time vs. part-time, earliest start, salary expectation if you have one. Saying things plainly saves everyone time.\"}],\"privacy-note\":\"Your application data is processed solely to evaluate your interest in working with us, in line with our Privacy Policy. We delete applications we do not pursue within six months, unless you ask us to keep them on file.\",\"cta-heading\":\"We are not hiring — but we are listening.\",\"cta-description\":\"If you have read this far, you are probably the kind of person we want to hear from anyway. Write us a paragraph and we will write you back.\",\"cta-badge\":\"Initiative welcome\",\"cta-primary-button\":\"Email [email protected]\",\"cta-secondary-button\":\"Use the contact form\",\"cta-about-title\":\"About Crowdee\",\"cta-about-description\":\"Where we come from, who we work with, and what we are building.\",\"cta-research-title\":\"Our research projects\",\"cta-research-description\":\"news-
110polygraph and other public collaborations we are part of.\"},\"crowdworkers\":{\"badge\":\"Crowdworker waitlist\",\"heading\":\"Get paid to help fact-check the internet.\",\"intro\":\"Crowdee combines AI pipelines with trained crowdworkers to verify content for newsrooms, broadcasters, and regulators across Europe. Join the waitlist — we will reach out when we open capacity in your language and region.\",\"hero-primary-button\":\"Join the waitlist\",\"hero-footer-note\":\"Independent contractor work · Paid per task · SEPA or PayPal payouts\",\"tasks-badge\":\"What you would work on\",\"tasks-heading\":\"Real verification tasks, not click-farm work\",\"tasks-description\":\"Every task on Crowdee feeds into a verdict that a real newsroom or platform acts on. Quality matters more than speed.\",\"tasks-items\":[{\"title\":\"Fact-check claims\",\"description\":\"Compare statements against trusted sources, summarise the evidence, and rate how well a claim holds up. Mostly short, structured judgements.\"},{\"title\":\"Transcribe and review audio\",\"description\":\"Transcribe interview clips, flag synthetic speech, and check whether ASR output matches what was actually said.\"},{\"title\":\"Annotate images and video\",\"description\":\"Spot manipulated regions, label deepfake artefacts, and answer targeted questions about what is visible in a frame.\"},{\"title\":\"Review AI outputs\",\"description\":\"Read what our pipelines produced and decide whether it is correct, partially right, or wrong — with a short rationale.\"}],\"requirements-badge\":\"Who we are looking for\",\"requirements-heading\":\"Reliable people who care about getting things right\",\"requirements-description\":\"You do not need a degree or prior platform work. You do need accuracy, focus, and language ability.\",\"requirements-items\":[{\"title\":\"Native or near-native in at least one supported language\",\"description\":\"We currently focus on English, German, French, Spanish, Italian, Portuguese, Polish, Arabic, Hebrew, Turkish, Chinese, Japanese, Korean, Hindi, Russian, and Ukrainian. Other languages are accepted but slots open less frequently.\"},{\"title\":\"Reliable internet and a real computer\",\"description\":\"Most tasks need a desktop or laptop browser. Audio and video tasks also need headphones.\"},{\"title\":\"Willingness to verify your identity\",\"description\":\"Before paid work starts, we verify identity to keep the worker pool real. We do not train AI on your personal data.\"},{\"title\":\"EU bank account or PayPal\",\"description\":\"Payouts run monthly by SEPA transfer or PayPal or on request. You invoice us as an independent contractor; we provide the templates.\"}],\"steps-badge\":\"How it works\",\"steps-heading\":\"From waitlist to first paid task\",\"steps-description\":\"We onboard in small cohorts so we can give every worker a proper introduction.\",\"steps-items\":[{\"title\":\"Join the waitlist\",\"description\":\"Tell us where you are, what languages you speak, and what kind of tasks fit you best.\"},{\"title\":\"Invitation when capacity opens\",\"description\":\"When we need more workers in your language or specialisation, we send an email with onboarding instructions and the platform link.\"},{\"title\":\"Onboarding + first paid task\",\"description\":\"Short qualification tasks, a quick identity check, and you are live. Pay starts on the first real task.\"}],\"form-heading\":\"Join the crowdworker waitlist\",\"form-description\":\"Three minutes. We use this information only to invite you when relevant work opens up.\",\"form-success-heading\":\"You're on the list\",\"form-success\":\"Thanks — you are on the list. We will email when we open capacity that matches your profile.\",\"form-success-reset-cta\":\"Submit another response\",\"form-error\":\"Something went wrong. Please try again.\",\"field-name-label\":\"Full name\",\"field-name-placeholder\":\"First and last name\",\"field-email-label\":\"Email address\",\"field-email-placeholder\":\"[email protected]\",\"field-country-label\":\"Country of residence\",\"field-country-placeholder\":\"Select your country\",\"field-languages-label\":\"Languages you can work in\",\"field-languages-hint\"
110:\"Native or near-native only. Select all that apply.\",\"field-hours-label\":\"Weekly availability\",\"field-hours-placeholder\":\"Select availability\",\"field-specialisations-label\":\"Specialisations\",\"field-specialisations-hint\":\"Pick everything you have done before or want to try.\",\"field-experience-label\":\"Relevant experience (optional)\",\"field-experience-placeholder\":\"Anything that helps us match you: prior platforms, fact-checking background, journalism, translation work, etc.\",\"language-en\":\"English\",\"language-de\":\"German\",\"language-fr\":\"French\",\"language-es\":\"Spanish\",\"language-it\":\"Italian\",\"language-pt\":\"Portuguese\",\"language-pl\":\"Polish\",\"language-ar\":\"Arabic\",\"language-he\":\"Hebrew\",\"language-tr\":\"Turkish\",\"language-zh\":\"Chinese\",\"language-ja\":\"Japanese\",\"language-ko\":\"Korean\",\"language-hi\":\"Hindi\",\"language-ru\":\"Russian\",\"language-uk\":\"Ukrainian\",\"language-other\":\"Other\",\"hours-lt5\":\"Less than 5 hours / week\",\"hours-5-10\":\"5 to 10 hours / week\",\"hours-10-20\":\"10 to 20 hours / week\",\"hours-gt20\":\"More than 20 hours / week\",\"spec-fact-checking\":\"Fact-checking\",\"spec-transcription\":\"Transcription\",\"spec-annotation\":\"Image / video annotation\",\"spec-translation\":\"Translation\",\"spec-image-moderation\":\"Image moderation\",\"spec-audio-review\":\"Audio review\",\"spec-audio-recording\":\"Audio recording\",\"spec-web-search\":\"Web search\",\"spec-video-review\":\"Video review\",\"spec-ux-testing\":\"UX testing\",\"spec-study-participation\":\"Study participation\",\"spec-surveys\":\"Surveys\",\"submit\":\"Join the waitlist\",\"submitting\":\"Submitting...\",\"validation-name-required\":\"Full name is required\",\"validation-email-required\":\"Email is required\",\"validation-email-invalid\":\"Please enter a valid email\",\"validation-country-required\":\"Country is required\",\"validation-languages-required\":\"Pick at least one language\",\"validation-hours-required\":\"Pick your weekly availability\",\"validation-specialisations-required\":\"Pick at least one specialisation\",\"validation-experience-max\":\"Please keep your answer under 2000 characters\",\"validation-captcha-required\":\"Please complete the captcha\",\"cta-badge\":\"Questions?\",\"cta-heading\":\"We will reach out when capacity opens.\",\"cta-description\":\"In the meantime, read more about Crowdee and the platform your tasks would feed into — or get in touch if anything is unclear.\",\"cta-primary-button\":\"Get in touch\",\"cta-secondary-button\":\"About Crowdee\",\"cta-about-title\":\"About Crowdee\",\"cta-about-description\":\"Who we are, where we come from, and who we work with across European media.\",\"cta-platform-title\":\"The platform\",\"cta-platform-description\":\"The verification pipelines and dossiers your tasks feed into.\"},\"contact\":{\"heading\":\"Contact us\",\"subtitle\":\"We read every message and reply within one business day.\",\"office-heading\":\"Corporate office\",\"email-heading\":\"Email us\",\"email-general\":\"General enquiries\",\"email-press\":\"Press\",\"email-careers\":\"Careers\",\"email-security\":\"Security\",\"follow-heading\":\"Follow us\",\"form-heading\":\"enquiries\",\"form-success-heading\":\"Message sent\",\"form-success\":\"Thank you! We'll be in touch soon.\",\"form-success-reset-cta\":\"Submit another response\",\"form-error\":\"Something went wrong. Please try again.\",\"field-name-label\":\"Full name\",\"field-name-placeholder\":\"First and last name\",\"field-email-label\":\"Work email address\",\"field-email-placeholder\":\"[email protected]\",\"field-company-label\":\"Company name\",\"field-company-placeholder\":\"Company name\",\"field-employees-label\":\"Number of employees\",\"field-employees-placeholder\":\"e.g. 10-50\",\"field-message-label\":\"Your message\",\"field-message-placeholder\":\"Write your message\",\"submit\":\"Submit\",\"submitting\":\"Submitting...\",\"validation-name-required\":\"Full name is required\",\"validation-email-required\":\"Email is required\",\"validation-email-invalid\":\"Please enter a valid email\",\"validation-message-required\":\"Message is required\",\"validation-captcha-required\":\"Please complete the captcha\"},\"content-verification\":{\"badge\":\"Verification Preview\",\"heading\":\"Content Verification\",\"description\":\"Upload an image to test our deepfake and manipulation detection pipelines. This is a demo environment for evaluation purposes.\",\"upload-prompt\":\"Drop an image here or click to upload\",\"upload-formats\":\"Supp
110orts PNG, JPG, JPEG. Max file size 10 MB.\",\"limit-used-title\":\"You've used your free verification\",\"limit-used-description\":\"Book a demo for unlimited verifications, 20+ AI pipelines, and crowd validation.\",\"limit-used-button\":\"Book a Demo Call\",\"analyze-button\":\"Start Deepfake Detection\",\"analyzing\":\"Running 1 of 20+ AI verification pipelines...\",\"analysis-timeout\":\"Analysis is taking longer than expected. Please try again.\",\"rate-limit-title\":\"Daily limit reached\",\"rate-limit-description\":\"You've used your one free verification for today. Come back tomorrow, or\",\"rate-limit-link\":\"book a demo\",\"rate-limit-suffix\":\"for unlimited access.\",\"unlock-title\":\"Unlock the full forensic report\",\"unlock-description\":\"Enter your name and email to see pipeline scores and forensic details. Crowdee may send you an email with your full report and next steps.\",\"placeholder-name\":\"Your name\",\"placeholder-email\":\"[email protected]\",\"placeholder-company\":\"Company (optional)\",\"unlock-button\":\"Unlock Results\",\"pipeline-scores\":\"Pipeline Scores\",\"forensic-details\":\"Forensic Details\",\"demo-button\":\"Book a Demo for More Verifications\",\"confidence-label\":\"Confidence:\",\"verdict-authentic\":\"Likely Authentic\",\"verdict-manipulated\":\"Likely Manipulated\",\"verdict-uncertain\":\"Uncertain\",\"score-synthetic\":\"Synthetic / AI-Generated\",\"score-manipulation\":\"Manipulation \u0026 Splicing\",\"score-copy-move\":\"Copy-Move Forensics\",\"score-artifact\":\"Visual Artifact Detection\",\"footer-disclaimer\":\"This tool generates content verification results to showcase our capabilities. Results are generated deterministically from file content for demonstration purposes. For production verification with 20+ AI pipelines and crowd validation,\",\"how-it-works-badge\":\"How It Works\",\"how-it-works-heading\":\"From upload to verdict in seconds\",\"how-it-works-description\":\"Our detection pipelines scan every pixel for signs of AI generation, manipulation, and forgery — and return a confidence-scored verdict with forensic detail.\",\"step-1-title\":\"Upload your image\",\"step-1-description\":\"Drop any JPEG or PNG. Files are processed in an isolated environment and are never used to train our models.\",\"step-2-title\":\"AI pipelines run in parallel\",\"step-2-description\":\"Multiple forensic models inspect the image for artefacts, pixel-level anomalies, and statistical patterns that indicate manipulation.\",\"step-3-title\":\"Get a confidence-scored verdict\",\"step-3-description\":\"Pipeline scores combine into a single verdict — authentic, manipulated, or uncertain — with a detailed forensic breakdown.\",\"cta-badge\":\"Full Platform Access\",\"cta-heading\":\"Need more than one verification?\",\"cta-description\":\"The full Crowdee platform runs 20+ AI detection pipelines across images, audio, video, and text — and adds crowd validation, dossier export, and full audit trails.\",\"cta-primary-button\":\"Book a Demo Call\",\"cta-secondary-button\":\"Explore the Platform\",\"cta-platform-title\":\"20+ Verification Pipelines\",\"cta-platform-description\":\"Images, audio, video, and text — run one or all pipelines and combine results with human crowd validators.\",\"cta-contact-title\":\"Custom Verification Workflows\",\"cta-contact-description\":\"Need bespoke detection for your newsroom or compliance team? Our team will c
110onfigure the right pipeline stack for your use case.\",\"benefits-badge\":\"What You Get\",\"benefits-heading\":\"Coverage from a quick technical check to a full crowd review\",\"benefits-description\":\"14 pre-built pipelines span every modality and every level of scrutiny, each with a structured, auditable output.\",\"benefits\":[{\"icon\":\"ShieldCheck\",\"title\":\"Technical integrity checks\",\"description\":\"File metadata, compression artifacts, and format anomalies caught in an AI-only pass, typically in 1–3 minutes.\"},{\"icon\":\"Fingerprint\",\"title\":\"Deep manipulation detection\",\"description\":\"Pixel-level forensics, temporal tampering, and audio spectral analysis, escalated to crowd review for consequential decisions.\"},{\"icon\":\"Sparkles\",\"title\":\"Synthetic content verdicts\",\"description\":\"A dedicated verdict for content that's AI-generated from scratch, distinct from an edited original, across image, video, audio, and text.\"}],\"cost-badge\":\"Cost\",\"cost-heading\":\"Priced by tier and modality\",\"cost-value\":\"500–8,900 credits\",\"cost-description\":\"A Tier 1 technical check costs far less than a Tier 2 AI + crowd deep review. Each pipeline's exact cost is listed in the pipeline catalog.\",\"cost-link\":\"See full pricing\",\"related-badge\":\"One Platform\",\"related-heading\":\"Pair verification with the rest of the platform\",\"related-description\":\"A verdict is often only half the answer — here's what teams typically run alongside it.\",\"related\":[{\"title\":\"Source Research\",\"description\":\"Need to know not just whether content is real, but where it came from? Source research runs on the same pipeline engine.\",\"url\":\"/source-research\"},{\"title\":\"AI Result Evaluation\",\"description\":\"Not sure a verdict's explanation actually makes sense? Send any completed run to a crowd panel for a transparency score.\",\"url\":\"/ai-output-evaluation\"}],\"faq-badge\":\"FAQ\",\"faq-heading\":\"Multimedia Verification, answered\",\"faqs\":[{\"question\":\"What content types and modalities are covered?\",\"answer\":\"14 pre-built pipelines across text, image, audio, and video, organized into three tiers of scrutiny — AI-only, AI + crowd, and context or multi-file cases.\"},{\"question\":\"What's the difference between \\\"manipulated\\\" and \\\"synthetic\\\"?\",\"answer\":\"\\\"Manipulated\\\" means an edited or tampered original. \\\"Synthetic\\\" is a dedicated verdict for content generated from scratch by AI, tracked separately across image, video, audio, and text pipelines.\"},{\"question\":\"Does every run go through crowd review?\",\"answer\":\"No. Tier 1 technical checks are AI-only and take about 1–3 minutes. Tier 2 deep manipulation and deepfake detection escalates to crowd review for consequential decisions, typically 40–150 minutes.\"},{\"question\":\"What do I get back from a run?\",\"answer\":\"A structured, confidence-scored verdict plus a stage-by-stage audit trail, whether or not a crowd stage was involved.\"},{\"question\":\"How much does a run cost?\",\"answer\":\"500–8,900 credits depending on tier and modality. The exact cost for each pipeline is listed in the pipeline catalog.\"}]},\"products\":{\"badge\":\"Five Products, One Platform\",\"heading\":\"Every stage of trustworthy content — covered\",\"description\":\"From gathering raw material to continuously watching your AI for drift, Crowdee's five products share one crowd, one job engine, and one audit trail.\",\"cta-heading\":\"Not sure which product fits?\",\"cta-description\":\"Book a demo and we'll help you match your workflow to the right combination of pipelines and crowd review.\",\"cta-primary-button\":\"Book a Demo Call\",\"cta-secondary-button\":\"Explore the Platform\",\"cards\":[{\"slug\":\"content-gathering\",\"href\":\"/content-gathering\",\"icon\":\"Search\",\"title\":\"Content Gathering\",\"tagline\":\"Crowd-powered discovery across the open web\",\"description\":\"Point a trained crowd at your search criteria and get back matching posts, articles, and multimedia — with engagement and spread metrics attached.\"},{\"slug\":\"content-verification\",\"href\":\"/content-verification\",\"icon\":\"ShieldCheck\",\"t
110itle\":\"Multimedia Verification\",\"tagline\":\"AI + crowd review for text, image, audio, and video\",\"description\":\"Detect manipulation, deepfakes, and AI-generated content across every modality, with confidence-scored verdicts and a full audit trail.\"},{\"slug\":\"source-research\",\"href\":\"/source-research\",\"icon\":\"Compass\",\"title\":\"Source Research\",\"tagline\":\"Trace content back to where it came from\",\"description\":\"Combine automated web research with crowd and AI analysis to identify a source, the accounts behind it, and a credibility assessment.\"},{\"slug\":\"ai-output-evaluation\",\"href\":\"/ai-output-evaluation\",\"icon\":\"MessageSquareQuote\",\"title\":\"AI Result Evaluation\",\"tagline\":\"Crowd-rated transparency for every AI verdict\",\"description\":\"Ask a crowd panel to rate how clear, well-evidenced, and actionable an AI-generated result is — and feed that back into improving it.\"},{\"slug\":\"continuous-monitoring\",\"href\":\"/continuous-monitoring\",\"icon\":\"Gauge\",\"title\":\"Continuous Monitoring\",\"tagline\":\"Always-on quality checks for your AI pipelines\",\"description\":\"Schedule recurring crowd samples of your AI outputs and get flagged automatically when quality drifts from your own baseline.\"}],\"crowd-platform-cta-text\":\"Need to run your own crowd program instead of buying a deliverable?\",\"crowd-platform-cta-link\":\"See the Crowd Platform\"},\"solutions\":{\"cards\":[{\"slug\":\"platform\",\"href\":\"/platform\",\"icon\":\"ShieldCheck\",\"title\":\"Verification Platform\",\"tagline\":\"AI + crowd verdicts, delivered\",\"description\":\"Send us content and get back an auditable, confidence-scored verdict — powered by 20+ AI pipelines and 1M+ crowd workers.\"},{\"slug\":\"crowd-platform\",\"href\":\"/crowd-platform\",\"icon\":\"LayoutDashboard\",\"title\":\"Crowd Platform\",\"tagline\":\"Run your own crowd program on Crowdee's stack\",\"description\":\"Your own panel, projects, pipelines, datasets, and budget — one tenant, backed by the same platform Crowdee's own agency team runs on.\"},{\"slug\":\"data-platform\",\"href\":\"/data-platform\",\"icon\":\"Database\",\"title\":\"Data Platform\",\"tagline\":\"Build the datasets your AI and crowd run on\",\"description\":\"Create, clean, extend, and manage large datasets — with a pipeline catalog for transcription, translation, OCR, deduplication, and more — ready to feed your verification and crowdsourcing programs.\"},{\"slug\":\"ai-platform\",\"href\":\"/ai-platform\",\"icon\":\"Sparkles\",\"title\":\"AI Platform\",\"tagline\":\"Finetune your own open-source model\",\"description\":\"Finetune small, open-source language models on your Data Platform datasets or Crowd Platform job answers, then benchmark the result with the crowd before you trust it.\"}]},\"content-gathering\":{\"badge\":\"Content Gathering\",\"heading\":\"Find what matters, before it trends\",\"description\":\"A trained crowd searches social platforms, messengers, and the open web against your criteria — collecting posts, multimedia, and the engagement data that shows how far they've spread.\",\"how-it-works-badge\":\"How It Works\",\"how-it-works-heading\":\"From search criteria to a structured feed\",\"how-it-works-description\":\"You define what to look for; the crowd finds it; every item is deduplicated and structured before it reaches you.\",\"step-1-title\":\"Define your criteria\",\"step-1-description\":\"Keywords, platforms, date ranges, languages, and minimum engagement thresholds — set once, applied consistently across every crowd worker.\",\"step-2-title\":\"Crowd workers search and submit\",\"step-2-description\":\"Trained workers search assigned platforms and the open web, submitting matching posts, articles, and media with source links and metrics.\",\"step-3-title\":\"Get a deduplicated, structured result\",\"step-3-description\":\"Duplicate submissions are automatically filtered out. Accepted items convert directly into a dataset or input-data set for downstream verification.\",\"cta-badge\":\"From Gathering to Verification\",\"cta-heading\":\"Turn what you find into what you can trust\",\"cta-description\":\"Gathered content feeds directly into Crowdee's verification and source research pipelines — no manual export required.\",\"cta-primary-button\":\"Book a Demo Call\",\"cta-secondary-button\":\"Explore the Platform\",\"cta-platform-title\":\"One Job Engine, Every Product\",\"cta-platform-description\":\"Content gathering runs on the same crowd j
110ob engine as verification and monitoring — so results move between products without friction.\",\"cta-contact-title\":\"Custom Search Criteria\",\"cta-contact-description\":\"Need coverage of a specific platform, language, or vertical? Our team will configure the right crowd instructions for your use case.\",\"benefits-badge\":\"What You Get\",\"benefits-heading\":\"Structured, deduplicated, ready to use\",\"benefits-description\":\"Every gathered item arrives with the context you need to act on it — not just a raw link or file.\",\"benefits\":[{\"icon\":\"Fingerprint\",\"title\":\"Deduplicated items\",\"description\":\"Every submission is hashed per job, so the same post found by multiple crowd workers is only counted — and paid — once.\"},{\"icon\":\"Tags\",\"title\":\"Structured metadata\",\"description\":\"Platform, author handle, content type, and engagement metrics travel with every item, not just the raw text or file.\"},{\"icon\":\"ListChecks\",\"title\":\"A clear review workflow\",\"description\":\"Gathered items start pending and move to accepted, rejected, or duplicate as you — or an automated rule — review them.\"}],\"cost-badge\":\"Cost\",\"cost-heading\":\"Pay per accepted item\",\"cost-value\":\"€0.10–€0.50\",\"cost-description\":\"There's no fixed platform price — you set the reward per gathered item, and credits are blocked upfront for the campaign. Typical campaigns pay €0.10–€0.50 per accepted item, depending on platform and content complexity.\",\"cost-link\":\"See full pricing\",\"related-badge\":\"One Platform\",\"related-heading\":\"What happens after gathering\",\"related-description\":\"Content gathering is the first stage of a longer pipeline — accepted items move on without a manual export step.\",\"related\":[{\"title\":\"Multimedia Verification\",\"description\":\"Accepted items convert directly into a dataset, ready for deepfake and manipulation detection.\",\"url\":\"/content-verification\"},{\"title\":\"Source Research\",\"description\":\"Or convert gathered items into an input data set for source research to trace where they really came from.\",\"url\":\"/source-research\"}],\"faq-badge\":\"FAQ\",\"faq-heading\":\"Content Gathering, answered\",\"faqs\":[{\"question\":\"How does gathering avoid paying twice for the same item?\",\"answer\":\"Every submission is hashed per job. If two crowd workers find the same post, it's only counted — and paid — once.\"},{\"question\":\"What happens to items after they're gathered?\",\"answer\":\"Each item starts as pending and moves to accepted, rejected, or duplicate as you — or an automated rule — review it.\"},{\"question\":\"Can I convert gathered items into something I can verify?\",\"answer\":\"Yes. Accepted items convert directly into a dataset for Multimedia Verification or an input data set for Source Research or a custom crowd job — no manual export required.\"},{\"question\":\"How is content gathering priced?\",\"answer\":\"You set the reward per gathered item, and credits are blocked upfront for the campaign. Typical campaigns pay €0.10–€0.50 per accepted item.\"},{\"question\":\"Can I target a specific platform, language, or niche?\",\"answer\":\"Yes. Keywords, platforms, date ranges, languages, and engagement thresholds are all configurable per job, and our team can help configure custom crowd instructions for specialized use cases.\"}]},\"source-research\":{\"badge\":\"Source Research\",\"heading\":\"Trace it back to where it started\",\"description\":\"Combine automated web research with crowd and AI analysis to identify where a piece of content originated, the accounts behind it, and how credible that source actually is.\",\"how-it-works-badge\":\"How It Works\",\"how-it-works-heading\":\"From a single link to a credibility assessment\",\"how-it-works-description\":\"Automated research surfaces the paper trail; crowd and AI review turn it into a structured, defensible assessment.\",\"step-1-title\":\"Submit a URL or claim\",\"step-1-description\":\"Give Crowdee a link, an account handle, or a claim to investigate.\",\"step-2-title\":\"Automated research plus AI synthesis\",\"step-2-description\":\"Crowdee researches the web for corroborating and contradicting sources, then an AI stage synthesizes a source pointer and category — government, private, or company.\",\"step-3-title\":\"Crowd confirmation and final scorecard\",\"step-3-description\":\"A crowd review stage confirms the synthesis before a final AI pass produces a credibility score and a full explanation.\",\"cta-badge\":\"Full Platform Access\",\"cta-heading\":\"Need to verify where content really comes from?\",\"cta-description\":\"Source research runs as part of Crowdee's verification pipeline engine, alongside deepfake and manipulation detection.\",\"cta-primary-button\":\"Book a Demo Call\",\"cta-secondary-button\":\"Explore the Platform\",\"cta-platform-title\":\"verify-source-credibility Pipeline\",\"cta-platform-description\":\"Source research is available as a dedicated pipeline — web research, AI synthesis, crowd confirmation, and a final scorecard.\",\"cta-contact-title\":\"Investigative Workflows\",\"cta-contact-description\":\"Need source research comb
110ined with identity or cross-modal verification? Our team will scope the right pipeline stack.\",\"benefits-badge\":\"What You Get\",\"benefits-heading\":\"A full paper trail, not just a verdict\",\"benefits-description\":\"Automated research and crowd confirmation combine into a defensible, explained assessment of where content really comes from.\",\"benefits\":[{\"icon\":\"MapPin\",\"title\":\"A source pointer\",\"description\":\"Where the content was first published or shared.\"},{\"icon\":\"UserSearch\",\"title\":\"Background on the accounts involved\",\"description\":\"Who's posting it, and under what identity.\"},{\"icon\":\"BadgeCheck\",\"title\":\"A source category and credibility score\",\"description\":\"Government, private individual, or company — plus a credibility score with a written explanation, not just a number.\"}],\"cost-badge\":\"Cost\",\"cost-heading\":\"One flat price per run\",\"cost-value\":\"3,200 credits\",\"cost-description\":\"Covers the web research stage, AI synthesis, and the crowd confirmation stage together — no separate line items to track.\",\"cost-link\":\"See full pricing\",\"related-badge\":\"One Platform\",\"related-heading\":\"Where source research fits in\",\"related-description\":\"Source research composes naturally with the rest of Crowdee's verification pipeline engine.\",\"related\":[{\"title\":\"Content Gathering\",\"description\":\"Gathered items convert directly into input data that source research can investigate — no manual export.\",\"url\":\"/content-gathering\"},{\"title\":\"Multimedia Verification\",\"description\":\"Pair a source credibility score with a deepfake or manipulation verdict for a complete picture of a piece of content.\",\"url\":\"/content-verification\"}],\"faq-badge\":\"FAQ\",\"faq-heading\":\"Source Research, answered\",\"faqs\":[{\"question\":\"What can I submit for research?\",\"answer\":\"A URL, an account handle, or a claim to investigate.\"},{\"question\":\"How does Crowdee find where something originated?\",\"answer\":\"A web-research stage crawls the live web for corroborating and contradicting sources, then an AI stage synthesizes a source pointer and category.\"},{\"question\":\"Is the AI's source synthesis double-checked?\",\"answer\":\"Yes. A crowd panel confirms the AI's source pointer and category before a final scorecard is produced.\"},{\"question\":\"What source categories does it distinguish?\",\"answer\":\"Government, private individual, or company.\"},{\"question\":\"How much does a source research run cost?\",\"answer\":\"3,200 credits per run, covering the web research stage, AI synthesis, and crowd confirmation together.\"}]},\"ai-output-evaluation\":{\"badge\":\"AI Result Evaluation\",\"heading\":\"Is your AI's explanation actually good?\",\"description\":\"A confidence score doesn't tell you whether an AI-generated explanation makes sense to a human. Ask a crowd panel to rate clarity, evidence, and actionability — and turn every rating into a durable feedback signal.\",\"how-it-works-badge\":\"How It Works\",\"how-it-works-heading\":\"From a completed run to a transparency score\",\"how-it-works-description\":\"Request an evaluation for any completed verification or Language Technology run — no task template required.\",\"step-1-title\":\"Request an evaluation\",\"step-1-description\":\"Point Crowdee at any completed run. A crowd task is generated automatically, showing the pipeline, verdict, and explanation.\",\"step-2-title\":\"Crowd panel rates the result\",\"step-2-description\":\"Reviewers score clarity, evidence sufficiency, actionability, and bias risk, and can flag the result for retraining.\",\"step-3-title\":\"Get an aggregate score and a feedback log\",\"step-3-description\":\"Individual ratings roll up into a transparency score, and every response is logged against the AI component it evaluated.\",\"cta-badge\":\"Close the Loop\",\"cta-heading\":\"Turn crowd feedback into a better model\",\"cta-description\":\"Every evaluation writes to an append-only feedback log — a durable record for your team, or ours, to act on.\",\"cta-primary-button\":\"Book a Demo Call\",\"cta-secondary-button\":\"Explore the Platform\",\"cta-platform-title\":\"Works with Every Pipeline\",\"cta-platform-description\":\"Evaluate the output of any verification or Language Technology pipeline, using the same crowd j
110ob engine that powers the rest of the platform.\",\"cta-contact-title\":\"Custom Rating Criteria\",\"cta-contact-description\":\"Need reviewers to focus on domain-specific concerns? Our team will help you define the right evaluation criteria.\",\"benefits-badge\":\"What You Get\",\"benefits-heading\":\"A durable signal, not just a score\",\"benefits-description\":\"Every crowd rating rolls up into a transparency score and writes to a feedback log you can act on later.\",\"benefits\":[{\"icon\":\"Gauge\",\"title\":\"A transparency score (0–100)\",\"description\":\"Aggregated from at least three independent crowd ratings for any completed run.\"},{\"icon\":\"MessageSquareQuote\",\"title\":\"Per-response feedback\",\"description\":\"Free-text notes and retraining flags from every reviewer, not just a number.\"},{\"icon\":\"ScrollText\",\"title\":\"An append-only feedback log\",\"description\":\"A durable record, keyed to the specific AI component evaluated — for your team, or ours, to act on.\"}],\"cost-badge\":\"Cost\",\"cost-heading\":\"Priced per response, blocked upfront\",\"cost-value\":\"45 credits\",\"cost-description\":\"15 credits per crowd response, 3 responses by default — blocked when you request the evaluation. Requesting more responses for a higher-confidence score costs proportionally more.\",\"cost-link\":\"See full pricing\",\"related-badge\":\"One Platform\",\"related-heading\":\"Evaluate more, or evaluate automatically\",\"related-description\":\"AI Result Evaluation connects directly to the rest of the platform's runs.\",\"related\":[{\"title\":\"Multimedia Verification\",\"description\":\"Evaluate the clarity and evidence behind any completed verification run — no separate setup required.\",\"url\":\"/content-verification\"},{\"title\":\"Continuous Monitoring\",\"description\":\"Turn a one-off evaluation into an always-on schedule that flags drift automatically.\",\"url\":\"/continuous-monitoring\"}],\"faq-badge\":\"FAQ\",\"faq-heading\":\"AI Result Evaluation, answered\",\"faqs\":[{\"question\":\"What exactly does the crowd rate?\",\"answer\":\"Clarity, evidence sufficiency, actionability, and bias risk of an AI-generated verdict or explanation, each on its own scale.\"},{\"question\":\"Do I need a task template to request an evaluation?\",\"answer\":\"No. Pointing Crowdee at a completed run auto-generates the crowd task, showing the run's pipeline, verdict, and explanation.\"},{\"question\":\"Can I evaluate output from my own AI system, not just Crowdee runs?\",\"answer\":\"Yes. A dedicated endpoint accepts your model's verdict and explanation directly, without requiring a Crowdee run to point at.\"},{\"question\":\"What happens to the ratings afterward?\",\"answer\":\"They roll up into an aggregate transparency score and write to an append-only feedback log keyed to the specific AI component evaluated.\"},{\"question\":\"How much does an evaluation cost?\",\"answer\":\"45 credits by default — 15 credits per response across 3 responses — blocked upfront. Requesting more responses for a higher-confidence score costs proportionally more.\"}]},\"continuous-monitoring\":{\"badge\":\"Continuous Monitoring\",\"heading\":\"Know the moment your AI starts drifting\",\"description\":\"Schedule recurring crowd samples of your verification and Language Technology outputs. Crowdee flags a result automatically when it deviates from your own trailing baseline.\",\"how-it-works-badge\":\"How It Works\",\"how-it-works-heading\":\"From a schedule to an always-on quality signal\",\"how-it-works-description\":\"Set a cadence once; Crowdee samples, evaluates, and tracks drift on its own.\",\"step-1-title\":\"Create a monitoring schedule\",\"step-1-description\":\"Choose a source — verification or Language Technology runs — a cadence (hourly, daily, or weekly), and an optional project scope.\",\"step-2-title\":\"Crowdee samples and evaluates automatically\",\"step-2-description\":\"On each tick, a recent run is sampled and dispatched to a crowd evaluation panel, just like a manual AI result evaluation.\",\"step-3-title\":\"Get flagged when quality drifts\",\"step-3-description\":\"Each scored run is compared against your schedule's own trailing average, and flagged the moment it deviates meaningfully.\",\"cta-badge\":\"Full Platform Access\",\"cta-heading\":\"Stop finding out about quality issues from your customers\",\"cta-description\":\"Continuous monitoring runs on the same crowd evaluation infrastru
110cture as AI result evaluation — just scheduled, not requested.\",\"cta-primary-button\":\"Book a Demo Call\",\"cta-secondary-button\":\"Explore the Platform\",\"cta-platform-title\":\"Self-Baselining Drift Detection\",\"cta-platform-description\":\"Every schedule compares against its own history — no manual thresholds to configure or maintain.\",\"cta-contact-title\":\"Enterprise Monitoring\",\"cta-contact-description\":\"Need monitoring across multiple projects or a custom sampling strategy? Our team will help you set it up.\",\"benefits-badge\":\"What You Get\",\"benefits-heading\":\"Quality tracking that runs itself\",\"benefits-description\":\"Set a schedule once; Crowdee samples, evaluates, and tells you when something's off.\",\"benefits\":[{\"icon\":\"RefreshCw\",\"title\":\"Recurring evaluation, zero manual requests\",\"description\":\"Every tick dispatches a normal AI Result Evaluation batch under the hood — nothing to trigger by hand.\"},{\"icon\":\"Gauge\",\"title\":\"Self-baselining drift detection\",\"description\":\"Each schedule flags deviation from its own history, not a fixed threshold you have to tune.\"},{\"icon\":\"History\",\"title\":\"A full run history\",\"description\":\"Including empty periods and failures, so you can audit coverage over time.\"}],\"cost-badge\":\"Cost\",\"cost-heading\":\"Free when there's nothing to sample\",\"cost-value\":\"45 credits / tick\",\"cost-description\":\"Empty ticks (nothing eligible to sample) are free. A tick that dispatches an evaluation costs the same as one AI Result Evaluation, blocked at dispatch time — there's no separate subscription fee for the schedule itself.\",\"cost-link\":\"See full pricing\",\"related-badge\":\"One Platform\",\"related-heading\":\"Built on evaluation infrastructure you already have\",\"related-description\":\"Continuous monitoring is the scheduled counterpart to on-demand evaluation.\",\"related\":[{\"title\":\"AI Result Evaluation\",\"description\":\"Continuous monitoring runs on the exact same crowd evaluation infrastructure — just scheduled instead of requested.\",\"url\":\"/ai-output-evaluation\"},{\"title\":\"Multimedia Verification\",\"description\":\"Schedule recurring samples of any verification pipeline's output to catch quality drift before your customers do.\",\"url\":\"/content-verification\"}],\"faq-badge\":\"FAQ\",\"faq-heading\":\"Continuous Monitoring, answered\",\"faqs\":[{\"question\":\"How is this different from a one-off AI Result Evaluation?\",\"answer\":\"You define a schedule once — a source, a cadence, and an optional project scope — and Crowdee periodically samples and evaluates on its own, instead of you requesting each evaluation.\"},{\"question\":\"What cadences are supported?\",\"answer\":\"Hourly, daily, or weekly ticks, set once per schedule.\"},{\"question\":\"How does Crowdee decide something has drifted?\",\"answer\":\"Each scored run is compared against that schedule's own trailing average of prior runs — there's no fixed quality threshold to configure.\"},{\"question\":\"What happens if there's nothing to sample on a tick?\",\"answer\":\"The tick is recorded as empty in the run history, and it costs nothing.\"},{\"question\":\"How much does continuous monitoring cost?\",\"answer\":\"The same as one AI Result Evaluation per dispatched tick — 45 credits by default. There's no separate subscription fee for the schedule itself.\"}]},\"demo\":{\"heading\":\"Book a 30-minute demo call\",\"description\":\"See how Crowdee triages, verifies, and documents content at scale. If you have questions about pricing or integration, contact us.\",\"contact-link-text\":\"contact us\",\"footer-heading\":\"Backed by research, trusted by media institutions\"},\"platform\":{\"hero-heading\":\"The verification platform built for media agencies\",\"hero-description\":\"Combine AI-powered triage with over 1 million crowd workers to produce auditable, defensible verdicts. Designed for newsrooms, compliance teams, and AI researchers who need more than confidence scores.\",\"hero-primary-button\":\"Book a 30-Min Demo\",\"hero-secondary-button\":\"Try it out\",\"capabilities-quote\":\"AI speed. Human judgment. Full auditability.\",\"tour-heading\":\"Inside the platform\",\"tour-description\":\"A quick walkthrough of the key screens your team will use every day.\",\"results-heading\":\"See exactly what your content reveals\",\"results-description\":\"From uploaded files to forensic-grade reports. Every step is auditable, exportable, and ready for editorial or compliance review.\",\"pipelines-badge\":\"Pipelines\",\"pipelines-heading\":\"14 verification pipelines across every modality\",\"pipelines-description\":\"From audio forensics to fact-checking and cross-modal consistency checks — pick the right tools for your content, or let the platform orchestrate them automatically.\",\"custom-pipeline-heading\":\"Need a custom pipeline?\",\"custom-pipeline-description\":\"We configure bespoke verification workflows tailored to your newsroom or compliance requirements.\",\"custom-pipeline-button\":\"Book a 30-Min Demo\",\"features\":[{\"title\":\"Fake News Detection\",\"description\":\"Identify and flag false or manipulated information at scale using AI triage combined with human review.\"},{\"title\":\"Customizable Workflows\",\"description\":\"Adapt verification steps to your newsroom or compliance requirements. Pick from 14 pipelines or build your own.\"},{\"title\":\"Crowdsourced Verification\",\"description\":\"Tap into 1M+ screened crowd workers for independent verdicts, inter-rater agreement, and qualitative reasoning.\"}
110,{\"title\":\"Misinformation Analysis\",\"description\":\"Support fact-checkers by analyzing potentially misleading content through bias, sentiment, and reputation scoring.\"},{\"title\":\"Scalable Fact-Checking\",\"description\":\"Verify articles, social posts, images, audio, and video in batch via automation, APIs, and scheduled pipelines.\"},{\"title\":\"Improved Decision-Making\",\"description\":\"Ensure data integrity for informed journalism, research, and regulatory reporting with auditable trails.\"}],\"showcase\":[{\"title\":\"Dashboard\",\"description\":\"Your command center. See all Content Verification and Crowdsourcing projects at a glance, track recent verifications, and jump into active work with a single click.\"},{\"title\":\"Content Verification\",\"description\":\"Upload content, choose from 14 AI verification pipelines, and review results with confidence scores, technical explanations, and visualizations.\"},{\"title\":\"Crowdsourcing\",\"description\":\"Design survey templates, publish jobs to the crowd, and collect structured human judgments with built-in quality controls and analytics.\"},{\"title\":\"Results \u0026 Analytics\",\"description\":\"Drill into verification results, explore crowd-job responses, and export dossiers for compliance or editorial review.\"}],\"results\":[{\"title\":\"Upload \u0026 Manage Content\",\"summary\":\"Drag-and-drop audio, video, images, or text. Each file becomes a trackable content item ready for verification pipelines.\"},{\"title\":\"Verification History\",\"summary\":\"Every pipeline run is logged with timestamps, status, and modality. See at a glance which anal
110yses are finished, pending, or need review.\"},{\"title\":\"Granular Result View\",\"summary\":\"Drill into individual verification steps. View confidence scores, technical metadata, and crowdsourced assessments per analysis.\"},{\"title\":\"Media Previews \u0026 Artifacts\",\"summary\":\"Preview videos and images directly inline. Spot manipulated artifacts, deepfake traces, and unnatural transitions side-by-side with results.\"},{\"title\":\"Dossier Export\",\"summary\":\"Compile selected verifications, evidence, and reviewer feedback into a comprehensive PDF dossier — ready for editorial or legal review.\"},{\"title\":\"Project-Level Overview\",\"summary\":\"Group verifications by story, campaign, or client. Track progress across entire projects and share structured result sets with your team.\"}],\"pipelines\":[{\"title\":\"Image\",\"items\":[\"Image Metadata \u0026 Provenance Check\",\"Deep Image Authentication\"]},{\"title\":\"Audio\",\"items\":[\"Audio Technical Integrity Check\",\"Audio Deepfake Detection\"]},{\"title\":\"Video\",\"items\":[\"Video Technical Integrity Check\",\"Full Video Authentication\"]},{\"title\":\"Text \u0026 Document\",\"items\":[\"Text Coherence \u0026 Authorship Analysis\",\"Document Provenance \u0026 Authenticity Check\",\"News Article Fact-Check\"]},{\"title\":\"Social \u0026 Web Context\",\"items\":[\"Social Media Post Verification\",\"URL/Source Credibility Assessment\",\"Source Research \u0026 Credibility Assessment\"]},{\"title\":\"Identity \u0026 Multi-File\",\"items\":[\"Identity \u0026 Credential Claim Verification\",\"Cross-Modal Multimedia Consistency\"]}],\"stats\":[{\"number\":\"1M+\",\"label\":\"Global Crowd Workers\",\"description\":\"Access a multilingual, multi-skilled workforce for human-in-the-loop verification and labeling.\"},{\"number\":\"14\",\"label\":\"Verification Pipelines\",\"description\":\"Pre-built AI pipelines for image, audio, video, text/document, and cross-modal content analysis.\"},{\"number\":\"7\",\"label\":\"Language Technology Pipelines\",\"description\":\"Standalone transcription, translation, OCR, language identification, and entity detection — independent of verification.\"},{\"number\":\"10+\",\"label\":\"Years of Experience\",\"description\":\"Crowd-based solutions honed over years of research and production deployments.\"},{\"number\":\"11+\",\"label\":\"Years of Research\",\"description\":\"Cutting-edge scientific research funded by BMBF and developed with DW, rbb, and Fraunhofer.\"},{\"number\":\"24/7\",\"label\":\"Pipeline Availability\",\"description\":\"Run automated verifications around the clock with progress tracking and alerting.\"}],\"products-cta-text\":\"Verification is one of five crowd-powered products Crowdee offers.\",\"products-cta-link\":\"See all products\",\"crowd-platform-cta-text\":\"Want to run your own crowd program instead of buying a verified result?\",\"crowd-platform-cta-link\":\"See the Crowd Platform\",\"data-platform-cta-text\":\"Need to build or clean the datasets behind your own pipelines?\",\"data-platform-cta-link\":\"See the Data Platform\"},\"crowd-platform\":{\"badge\":\"Crowd Platform\",\"heading\":\"Run your own crowd program on Crowdee's platform\",\"description\":\"Panel, projects, pipelines, and budget — all in one tenant, backed by the same platform Crowdee's own agency team runs on.\",\"hero-primary-button\":\"Book a Demo Call\",\"hero-secondary-button\":\"Talk to Sales\",\"cross-products-text\":\"Looking for a delivered result instead of infrastructure?\",\"cross-products-link\":\"See our five crowd products\",\"cross-data-platform-text\":\"Need to build or clean the datasets that feed your jobs?\",\"cross-data-platform-link\":\"See the Data Platform\",\"capabilities-quote\":\"Your panel. Your pipelines. 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Workers pick it up in the dedicated worker app.\",\"step-4-title\":\"Review the results\",\"step-4-description\":\"Inspect runs, datasets, and reports as they complete, and export what you need.\",\"step-5-title\":\"Review \u0026 report\",\"step-5-description\":\"Review completed invoices, reconcile your ledger, and export audit logs for compliance.\",\"modules-badge\":\"Platform Modules\",\"modules-heading\":\"Everything you need to run a crowd program\",\"modules-description\":\"Five modules cover the full lifecycle — from panel to reporting — all backed by the same API Crowdee runs on.\",\"modules\":[{\"title\":\"Panels \u0026 Workers\",\"description\":\"Recruit, screen, and manage the workforce running your crowd program.\",\"items\":[\"Organization-scoped worker panels\",\"Worker administration \u0026 screening tools\",\"A dedicated worker app for task intake\"]},{\"title\":\"Tasks \u0026 Templates\",\"description\":\"Design the work your panel will do and the data they'll work through.\",\"items\":[\"Crowdsourcing task templates\",\"Input data upload \u0026 management\",\"Survey-based task authoring\"]},{\"title\":\"Pipelines \u0026 Datasets\",\"description\":\"Attach a pipeline, queue the job, and get back a structured dataset.\",\"items\":[\"Pipeline catalog \u0026 queue orchestration\",\"Per-run datasets you can export\",\"Feedback reports on completed work\"]},{\"title\":\"Billing \u0026 Compliance\",\"description\":\"Manage your credit ledger and keep a defensible audit trail of your spend with Crowdee.\",\"items\":[\"Credit ledger \u0026 usage-based invoicing\",\"Credit ledger \u0026 transaction history\",\"Organization-level compliance records\"]},{\"title\":\"Monitoring \u0026 Audit\",\"description\":\"Watch quality over time, not just at launch.\",\"items\":[\"Scheduled quality monitors\",\"Run-level audit trail\",\"Reports across projects\"]}],\"custom-setup-heading\":\"Need help scoping your tenant?\",\"custom-setup-description\":\"We help operators configure their panel, pipelines, and compliance requirements before going live.\",\"custom-setup-button\":\"Book a Demo\",\"benefits-badge\":\"What You Get\",\"benefits-heading\":\"The same stack Crowdee runs its own crowd operations on\",\"benefits-description\":\"No separate build — you get a tenant on Crowdee's actual platform, API, and worker app.\",\"benefits\":[{\"icon\":\"ShieldCheck\",\"t
110itle\":\"Your own tenant\",\"description\":\"An isolated organization with its own panels, projects, and data — separate from Crowdee's own operations.\"},{\"icon\":\"Fingerprint\",\"title\":\"Full audit trail\",\"description\":\"Every job and run you operate is logged, exportable, and ready for compliance review.\"},{\"icon\":\"Sparkles\",\"title\":\"API + UI access\",\"description\":\"The same authenticated client app, worker app, and backend API Crowdee's own agency team uses every day.\"}],\"related-badge\":\"One Stack, Three Offerings\",\"related-heading\":\"Looking for something else?\",\"related-description\":\"The Crowd Platform is infrastructure you operate. If you want a delivered result, or need to prepare the datasets behind it, these might fit better.\",\"related\":[{\"title\":\"Verification Platform\",\"description\":\"Prefer a ready-made verification workflow over running your own panel? See Crowdee's agency verification platform.\",\"url\":\"/platform\"},{\"title\":\"Data Platform\",\"description\":\"Need to create, clean, or version the datasets your jobs run against? See the Data Platform.\",\"url\":\"/data-platform\"},{\"title\":\"Five Crowd Products\",\"description\":\"Need a specific deliverable — gathering, verification, research, evaluation, or monitoring — instead of infrastructure?\",\"url\":\"/products\"}],\"faq-badge\":\"FAQ\",\"faq-heading\":\"Crowd Platform, answered\",\"faqs\":[{\"question\":\"What exactly do I get when I sign up?\",\"answer\":\"An isolated organization (tenant) on Crowdee's platform: your own worker panels, projects, pipelines, datasets, and budget, plus API access to the same backend Crowdee's own agency team uses.\"},{\"question\":\"Do my workers use a different app?\",\"answer\":\"Yes — your panel works through the same dedicated worker app Crowdee's own crowd uses, scoped to jobs from your organization.\"},{\"question\":\"Is my data isolated from other organizations?\",\"answer\":\"Yes. Panels, projects, and datasets are scoped to your organization inside the platform.\"},{\"question\":\"How is this different from the five crowd products?\",\"answer\":\"The five products (content verification, gathering, etc.) are deliverables — you send data, we return a verdict. The Crowd Platform is infrastructure — you run your own jobs against your own panel.\"},{\"question\":\"Do I need engineering resources to run it?\",\"answer\":\"No — the authenticated client app covers panels, projects, pipelines, and budget, without needing to touch the API directly. The API is there if you want to integrate it into your own systems.\"}],\"cta-badge\":\"Run Your Own Crowd Program\",\"cta-heading\":\"See the Crowd Platform on a call\",\"cta-description\":\"We'll walk through panels, projects, pipelines, and budget on a real tenant, and help you scope what your organization needs.\",\"cta-primary-button\":\"Book a Demo Call\",\"cta-secondary-button\":\"Talk to Sales\",\"cta-platform-title\":\"Verification Platform\",\"cta-platform-description\":\"Prefer a managed workflow instead of running your own panel?\",\"cta-contact-title\":\"Talk to Sales\",\"cta-contact-description\":\"Questions about tenancy, compliance, or pricing? Reach out directly.\"},\"data-platform\":{\"badge\":\"Data Platform\",\"heading\":\"Build the datasets your AI and crowd run on\",\"description\":\"Create, clean, extend, and manage large multi-modal datasets — with a dedicated pipeline catalog for transcription, translation, OCR, deduplication, and more — ready to feed your verification and crowdsourcing programs.\",\"hero-primary-button\":\"Book a Demo Call\",\"hero-secondary-button\":\"Talk to Sales\",\"cross-products-text\":\"Looking for a delivered result instead of infrastructure?\",\"cross-products-link\":\"See our five crowd products\",\"cross-crowd-platform-text\":\"Want to seed a crowd job's input data from a dataset?\",\"cross-crowd-platform-link\":\"See the Crowd Platform\",\"capabilities-quote\":\"Your files. Versioned, cleaned, and ready to run.\",\"capabilities\":[{\"title\":\"Datasets \u0026 Versions\",\"description\":\"Upload files into named, versioned datasets. Every cleaning or enrichment step creates a new traceable version — the original is never overwritten.\"},{\"title\":\"Cleaning Pipelines\",\"description\":\"Trim silence, convert formats, or redact PII with cleaning pipelines that keep full lineage back to the source files.\"},{\"title\":\"Language Technology Pipelines\",\"description\":\"Transcribe, translate, identify language, extract entities, and OCR your files with purpose-built LT pipelines.\"},{\"title\":\"Deduplication \u0026 Quality\",\"description\":\"Flag duplicate files by content hash and review them before they count against your dataset.\"},{\"title\":\"Train / Val / Test Splits\",\"description\":\"Partition a dataset version into training, validation, and test sets in a single pipeline run.\"},{\"title\":\"Feeds Verification \u0026 Crowdsourcing\",\"description\":\"Push cleaned files straight into a verification pipeline run or a crowd job's input data — no manual re-upload.\"}],\"how-it-works-badge\":\"How It Works\",\"how-it-works-heading\":\"From raw files to a ready-to-use dataset\",\"how-it-works-description\":\"The same pipeline system that powers Crowdee's own data operations, scoped to your organization.\",\"step-1-title\":\"Create a dataset\",\"step-1-description\":\"Start a new dataset and upload your first batch of files — image, audio, video, text, or document.\",\"step-2-title\":\"Clean \u0026 convert\",\"step-2-description\":\"Run cleaning pipelines to trim silence, redact PII, or convert formats, producing a new version each time.\",\"step-3-title\":\"Run pipelines\",\"step-3-description\":\"Transcribe, translate, or extract entities from your files using the pipeline catalog.\",\"step-4-title\":\"Review \u0026 deduplicate\",\"step-4-description\":\"Flag and exclude duplicate or low-quality files before the dataset feeds downstream work.\",\"step-5-title\":\"Put it to work\",\"step-5-description\":\"Feed the finished dataset into a verification pipeline run or a crowdsourcing job's input data.\",\"modules-badge\":\"Pipeline Catalog\",\"modules-heading\":\"One catalog for every dataset operation\",\"modules-description\":\"Purpose-built pipelines for cleaning, transcribing, translating, and preparing your datasets — all sharing one catalog and run history.\",\"modules\":[{\"title\":\"Cleaning \u0026 Conversion\",\"description\":\"Prepare raw files for downstream use.\",\"items\":[\"Silence trimming for audio\",\"Format conversion across modalities\",\"PII redaction for text \u0026 documents\"]},{\"title\":\"Language Technology\",\"description\":\"Extract structured signal from unstructured media.\",\"
110items\":[\"Transcription (Whisper)\",\"Translation \u0026 language identification\",\"Entity detection\",\"OCR for scanned documents\"]},{\"title\":\"Deduplication \u0026 Splits\",\"description\":\"Keep datasets lean and ready for training.\",\"items\":[\"Content-hash deduplication\",\"Train / validation / test splitting\",\"Manual review of flagged duplicates\"]},{\"title\":\"Crowd-Assisted Labeling\",\"description\":\"When automation isn't enough, bring in the crowd.\",\"items\":[\"Multi-label, taxonomy-based tagging\",\"Per-file consensus across workers\",\"Optional AI pre-labeling to speed up review\"]}],\"custom-setup-heading\":\"Need a custom pipeline?\",\"custom-setup-description\":\"We help teams add new cleaning, labeling, or format-conversion pipelines to the catalog for their specific dataset needs.\",\"custom-setup-button\":\"Book a Demo\",\"benefits-badge\":\"What You Get\",\"benefits-heading\":\"The same dataset infrastructure Crowdee's own pipelines run on\",\"benefits-description\":\"No separate data pipeline to build and maintain — datasets you create here can feed verification runs and crowd jobs directly.\",\"benefits\":[{\"icon\":\"History\",\"title\":\"Full version lineage\",\"description\":\"Every cleaned or enriched file traces back to its source, across every version of a dataset.\"},{\"icon\":\"RefreshCw\",\"title\":\"Reusable across products\",\"description\":\"The same dataset can feed a verification pipeline run and a crowdsourcing job's input data.\"},{\"icon\":\"Fingerprint\",\"title\":\"Deduplication built in\",\"description\":\"Content-hash based duplicate detection keeps your datasets clean without manual spot-checking.\"}],\"related-badge\":\"One Stack, Three Offerings\",\"related-heading\":\"Looking for something else?\",\"related-description\":\"The Data Platform prepares the files. If you want a delivered verdict or your own crowd program instead, these might fit better.\",\"related\":[{\"title\":\"Verification Platform\",\"description\":\"Prefer a managed, delivered verdict over preparing your own datasets? See Crowdee's agency verification platform.\",\"url\":\"/platform\"},{\"title\":\"Crowd Platform\",\"description\":\"Need to run your own crowd program against the datasets you build here? See the Crowd Platform.\",\"url\":\"/crowd-platform\"}],\"faq-badge\":\"FAQ\",\"faq-heading\":\"Data Platform, answered\",\"faqs\":[{\"question\":\"How is this different from the five crowd products?\",\"answer\":\"The five products are managed deliverables. The Data Platform is where the files those deliverables — and your own crowd jobs — run against actually live, get cleaned, and get versioned.\"},{\"question\":\"Can I run a pipeline on files that aren't part of a dataset?\",\"answer\":\"Yes — Language Technology pipelines can run against a project's files directly, or against a dataset version. Cleaning pipelines are dataset-version-scoped.\"},{\"question\":\"Does cleaning a dataset overwrite my original files?\",\"answer\":\"No. Every cleaning or enrichment step produces a new dataset version with its own files; the source version and its files are never modified.\"},{\"question\":\"Can I turn a dataset into a crowd job, or a crowd job into a dataset?\",\"answer\":\"Yes, in both directions — a dataset version's files can seed a crowdsourcing job's input data, and results from a gathering job can flow back into a new dataset.\"},{\"question\":\"What file types are supported?\",\"answer\":\"Image, audio, video, text, and document files, plus multimodal datasets that mix types.\"}],\"cta-badge\":\"Build Your Dataset Pipeline\",\"cta-heading\":\"See the Data Platform on a call\",\"cta-description\":\"We'll walk through datasets, pipelines, and versioning on a real tenant, and help you scope your cleaning and labeling needs.\",\"cta-primary-button\":\"Book a Demo Call\",\"cta-secondary-button\":\"Talk to Sales\",\"cta-verification-title\":\"Verification Platform\",\"cta-verification-description\":\"Prefer a managed, delivered verdict instead of preparing your own datasets?\",\"cta-crowd-title\":\"Crowd Platform\",\"cta-crowd-description\":\"Want to run your own crowd program against these datasets?\"},\"ai-platform\":{\"badge\":\"AI Platform\",\"heading\":\"Turn your labeled data into your own model\",\"description\":\"Finetune small, open-source language models on your Data Platform datasets or Crowd Platform job answers, then have Crowdee's crowd benchmark the result before you trust it in production.\",\"hero-primary-button\":\"Book a Demo Call\",\"hero-secondary-button\":\"Talk to Sales\",\"cross-products-text\":\"Looking for a delivered verdict instead of a model you host yourself?\",\"cross-products-link\":\"See our five crowd products\",\"cross-data-platform-text\":\"Need to build and label the dataset first?\",\"cross-data-platform-link\":\"See the Data Platform\",\"capabilities-quote\":\"Your data. Your model. Benchmarked before you trust it.\",\"capabilities\":[{\"title\":\"Bring Your Own Data\",\"description\":\"Point a finetuning run at a Data Platform dataset version or a Crowd Platform job's accepted answers — no separate export or labeling step.\"},{\"title\":\"Open-Source Base Models\",\"description\":\"Choose from a curated catalog of small, permissively-lice
110nsed language models from the Ministral, Gemma, Qwen, and Granite families.\"},{\"title\":\"LoRA / QLoRA Finetuning\",\"description\":\"Parameter-efficient finetuning keeps runs fast and affordable, at a flat, upfront credit cost per run.\"},{\"title\":\"Private Model Registry\",\"description\":\"Every finetuned model is versioned and scoped to your organization alone — never shared across tenants.\"},{\"title\":\"Crowd-Benchmarked Results\",\"description\":\"Send a model's outputs to Crowdee's crowd for an independent transparency score before you rely on it.\"},{\"title\":\"Served From Day One\",\"description\":\"Completed models are registered and ready to query through Crowdee's infrastructure — no separate deployment step.\"}],\"how-it-works-badge\":\"How It Works\",\"how-it-works-heading\":\"From labeled data to a benchmarked model\",\"how-it-works-description\":\"The same finetuning workflow Crowdee uses internally, scoped to your organization's own data.\",\"step-1-title\":\"Pick your training data\",\"step-1-description\":\"Choose a crowd-labeled Data Platform dataset version, or a Crowd Platform job with accepted answers.\",\"step-2-title\":\"Choose a base model\",\"step-2-description\":\"Select an open-source language model sized and licensed for your use case.\",\"step-3-title\":\"Run the finetune\",\"step-3-description\":\"Start a LoRA finetuning run at a flat, upfront credit cost — no metered compute billing.\",\"step-4-title\":\"Benchmark with the crowd\",\"step-4-description\":\"Submit the model's outputs on a validation set through the same crowd-rating flow used for any AI system's output.\",\"step-5-title\":\"Use your model\",\"step-5-description\":\"Query your finetuned model from your organization's private, versioned model registry.\",\"modules-badge\":\"Base Model Catalog\",\"modules-heading\":\"One catalog for every finetuning run\",\"modules-description\":\"A curated set of small, LoRA-friendly open-source language models — grouped by family, each suited to different tasks and licenses.\",\"modules\":[{\"title\":\"Ministral Family\",\"description\":\"Mistral AI's edge-optimized, agentic models.\",\"items\":[\"Ministral 3 3B — edge-optimized instruction-following with function calling\"]},{\"title\":\"Gemma Family\",\"description\":\"Lightweight models under Google's Gemma Terms of Use.\",\"items\":[\"Gemma 4 E2B — lightweight reasoning and structured-output extraction\"]},{\"title\":\"Qwen Family\",\"description\":\"Multilingual models under an Apache 2.0 license.\",\"items\":[\"Qwen3.5 0.8B — fastest option, single-label classification\",\"Qwen3.5 2B — multilingual classification\",\"Qwen3.5 4B — multilingual instruction-following, entity extraction, agentic tool use\"]},{\"title\":\"Granite Family\",\"description\":\"IBM's enterprise-ready models under an Apache 2.0 license.\",\"items\":[\"Granite 4.1 3B — enterprise RAG, tool-calling, structured JSON output\"]}],\"custom-setup-heading\":\"Need a larger or GPU-backed model?\",\"custom-setup-description\":\"We're expanding the base-model catalog over time — talk to us about your specific use case.\",\"custom-setup-button\":\"Book a Demo\",\"benefits-badge\":\"What You Get\",\"benefits-heading\":\"The same finetuning workflow Crowdee runs internally\",\"benefits-description\":\"No separate ML infrastructure to build — training data, finetuning, and benchmarking all run on the same stack as your other Crowdee modules.\",\"benefits\":[{\"icon\":\"ShieldCheck\",\"title\":\"Never shared across tenants\",\"description\":\"Every finetuning run, training dataset, and resulting model is scoped to your organization alone.\"},{\"icon\":\"Gauge\",\"title\":\"Flat, upfront pricing\",\"description\":\"Know the credit cost of a finetuning run before you start it — no metered compute billing.\"},{\"icon\":\"MessageSquareQuote\",\"title\":\"Independent crowd benchmarking\",\"description\":\"Reuse the same AI Result Evaluation flow to get a human transparency score on your model's outputs.\"}],\"related-badge\":\"One Stack, Four Offerings\",\"related-heading\":\"Looking for something else?\",\"related-description\":\"The AI Platform turns labeled data into your own model. If you want a delivered verdict, your own crowd program, or the datasets themselves, these might fit better.\",\"related\":[{\"title\":\"Verification Platform\",\"description\":\"Prefer a managed, delivered verdict over finetuning and hosting your own model? See Crowdee's agency verification platform.\",\"url\":\"/platform\"},{\"title\":\"Crowd Platform\",\"description\":\"Need to collect labels or accepted answers with your own crowd program first? See the Crowd Platform.\",\"url\":\"/crowd-platform\"},{\"title\":\"Data Platform\",\"description\":\"Need to build, clean, and label the dataset before finetuning on it? See the Data Platform.\",\"url\":\"/data-platform\"}
110],\"faq-badge\":\"FAQ\",\"faq-heading\":\"AI Platform, answered\",\"faqs\":[{\"question\":\"What is the AI Platform?\",\"answer\":\"The AI Platform lets you finetune small, open-source language models on your own data — training sets built directly from your Data Platform datasets or your Crowd Platform job answers — so you get a model tuned to your specific task instead of a generic one.\"},{\"question\":\"How is this different from the AI already used in Verification Pipelines and LT Pipelines?\",\"answer\":\"Those pipelines call a shared, general-purpose model. The AI Platform produces your own model, trained on your own labeled data, that you can use standalone or benchmark against Crowdee's crowd before you trust it.\"},{\"question\":\"Where does the training data come from?\",\"answer\":\"You point a finetuning run at either a Data Platform dataset version — including one already crowd-labeled — or an existing Crowd Platform job's accepted answers. We assemble it into a training set automatically; there's no manual data wrangling.\"},{\"question\":\"Which models can I finetune?\",\"answer\":\"A curated catalog of small, permissively-licensed open-source models — from the Ministral, Gemma, Qwen, and Granite families — chosen to finetune quickly and run affordably. We're expanding this catalog over time.\"},{\"question\":\"How do I know if my finetuned model is any good?\",\"answer\":\"Send its outputs on a validation set straight to Crowdee's crowd for rating, using the same AI Result Evaluation flow already used to score any AI system's output — so you get an independent, human transparency score before you rely on it.\"},{\"question\":\"Where does my finetuned model live, and can I use it outside Crowdee?\",\"answer\":\"Every finetuned model is versioned in your organization's private model registry and served from Crowdee's infrastructure. Today it's available for benchmarking and internal use through the platform; direct API access is on the roadmap.\"}],\"cta-badge\":\"Finetune Your First Model\",\"cta-heading\":\"See the AI Platform on a call\",\"cta-description\":\"We'll walk through building a training set, finetuning a model, and benchmarking it with the crowd on a real tenant.\",\"cta-primary-button\":\"Book a Demo Call\",\"cta-secondary-button\":\"Talk to Sales\",\"cta-data-platform-title\":\"Data Platform\",\"cta-data-platform-description\":\"Need to build and label the dataset first?\",\"cta-crowd-title\":\"Crowd Platform\",\"cta-crowd-description\":\"Want to collect training data with your own crowd program?\"},\"pricing\":{\"badge\":\"Pricing\",\"heading\":\"Verification pricing that scales with the work, not the seat count.\",\"intro\":\"Start free in your browser, top up credits when you have work to run, or hand the whole campaign to our team. No per-user fees, no inflated seat tiers — you pay for the verifications and the crowd hours you actually use.\",\"primary-button\":\"Book a 30-min demo\",\"secondary-button\":\"Try the free demo\",\"footer-note\":\"Crowd workers from €15/hour · Net 30 invoicing · German company, hosted in Germany\",\"tiers\":[{\"name\":\"Free\",\"tagline\":\"Try it in your browser\",\"price\":\"€0\",\"price-suffix\":\"no credit card\",\"description\":\"Evaluate the platform with our public Content Verification demo. One image per IP, every day.\",\"features\":[\"1 image verification per IP / 24 hours\",\"Up to 10 MB per upload\",\"JPEG, PNG, GIF, WebP, BMP, HEIC, AVIF\",\"Verdict, confidence score, and supporting indicators\",\"Optional email delivery of the report\"],\"cta\":\"Try the demo\"},{\"name\":\"Pay-as-you-go\",\"tagline\":\"Credits, no commitment\",\"price\":\"from €0.05\",\"price-suffix\":\"per verification\",\"description\":\"Self-serve access to AI verification pipelines. Top up credits when you need them, scale down when you don't.\",\"features\":[\"All AI pipelines: text, image, audio, video, multimodal\",\"Programmatic access via REST API\",\"Pipeline-level pricing — pay only for what you run\",\"Bulk uploads and batch processing\",\"Dossier export (PDF + JSON)\",\"Standard support over email\"],\"cta\":\"Get a quote\"},{\"name\":\"Managed Campaigns\",\"tagline\":\"We scope and run it for you\",\"price\":\"Custom\",\"price-suffix\":\"scoped per project\",\"description\":\"Fixed-fee or hourly engagements where our team designs the pipeline, runs the crowd, and delivers an auditable dossier.\",\"badge\":\"Most chosen by newsrooms\",\"features\":[\"Everything in Pay-as-you-go\",\"Custom survey templates and quality gates\",\"Crowd-assisted human review (€15 per worker-hour)\",\"Inter-rater agreement and gold-question QA\",\"Dedicated project manager\",\"Verification reports tailored to your editorial workflow\"],\"cta\":\"Talk to sales\"},{\"name\":\"Enterprise\",\"tagline\":\"API, SLA, dedicated capacity\",\"price\":\"Custom\",\"price-suffix\":\"annual agreement\",\"description\":\"Production integrations for newsrooms, platforms, and compliance teams that need throughput, control, and accountability.\",\"features\":[\"Everything in Managed Campaigns\",\"Negotiated API quotas and dedicated capacity\",\"Custom SLA with uptime and response targets\",\"SSO and role-based access control\",\"Signed DPA and security questionnaire support\",\"On-premise / private-cloud deployment option\",\"Named technical account manager\"],\"cta\":\"Contact sales\"}],\"matrix-groups\":[{\"title\":\"Pipelines and modalities\",\"rows\":[\"Image verification\",\"Text, audio, video, multimodal pipelines\",\"Custom pipeline composition\",\"Crowd-assisted human review\"]},{\"title\":\"Access and delivery\",\"rows\":[\"Web demo\",\"REST API access\",\"Bulk and batch processing\",\"Dossier export (PDF + JSON)\",\"On-premise / private deployment\"]}
110,{\"title\":\"Support and governance\",\"rows\":[\"Support\",\"Uptime SLA\",\"Signed DPA (Art. 28 GDPR)\",\"SSO and RBAC\",\"Audit logs and exportable trails\"]}],\"crowd-badge\":\"Crowd labour\",\"crowd-heading\":\"€15 per worker-hour, billed transparently\",\"crowd-description\":\"When you add crowd-assisted review, every worker-hour is billed at €15. We scope the hours together in advance based on task complexity, the number of independent raters per item, and the quality gates you need. No markups on the hour, no surprise overruns.\",\"crowd-button\":\"Scope a crowd job\",\"crowd-link\":\"See past crowd campaigns\",\"compare-badge\":\"Compare plans\",\"compare-heading\":\"What is included where\",\"compare-description\":\"A precise side-by-side of features across Free, Pay-as-you-go, Managed Campaigns, and Enterprise. Anything marked \\\"on request\\\" can be added by agreement.\",\"billing-badge\":\"Billing details\",\"billing-heading\":\"How invoicing works\",\"billing-description\":\"Crowdee is a German GmbH. Everything we do — invoicing, hosting, processing — runs on European terms.\",\"billing-items\":[{\"title\":\"Net 30 payment terms\",\"description\":\"Invoices are payable within 30 days of issue. Statutory VAT is added where applicable.\"},{\"title\":\"Quotes valid for 30 days\",\"description\":\"Custom quotes for managed campaigns and enterprise plans are fixed for 30 days from the date of issue.\"},{\"title\":\"Bank transfer or PayPal\",\"description\":\"Pay by SEPA bank transfer or PayPal. Crowdee GmbH invoices in EUR; other currencies on request.\"},{\"title\":\"Signed DPA on day one\",\"description\":\"We sign an Art. 28 GDPR data-processing agreement before processing any customer data on your behalf.\"}],\"use-cases\":[{\"title\":\"Newsrooms and fact-checkers\",\"description\":\"Pay-as-you-go for one-off investigations, managed campaigns for elections, breaking news, and synthetic-media monitoring.\"},{\"title\":\"Platforms and trust \u0026 safety\",\"description\":\"Enterprise integrations with quotas, SLAs, and audit trails for DSA Art. 34/35 reporting and EU AI Act documentation.\"},{\"title\":\"Researchers and grant-funded teams\",\"description\":\"Reduced rates for academic and public-interest work. Tell us about your project and we will tailor a proposal.\"}],\"faq-heading\":\"Pricing questions, answered\",\"faq-badge\":\"Pricing FAQ\",\"faqs\":[{\"question\":\"How is the platform priced?\",\"answer\":\"We offer four commercial paths. The Free demo costs nothing and is for evaluation only. Pay-as-you-go bills per verification you actually run, starting at €0.05 per call depending on the pipeline. Managed Campaigns are custom-scoped engagements where our team designs and operates the verification for you. Enterprise plans are annual agreements with negotiated quotas, SLAs, and integration support.\"},{\"question\":\"What does crowd-assisted review cost?\",\"answer\":\"Crowd-worker labour is invoiced at €15 per worker-hour. The number of hours required depends on task complexity, the number of independent raters per item, and the quality gates we agree with you. We scope this together as part of the managed campaign and quote it in advance.\"},{\"question\":\"Are there any hidden volume commitments?\",\"answer\":\"No. Pay-as-you-go has no minimum spend and no monthly commitment — you top up credits and consume them at your own pace. Managed campaigns are scoped per project and capped at the agreed fee. Enterprise plans have annual commitments because they include dedicated capacity and SLAs; those terms are agreed in writing in advance.\"},{\"question\":\"Which payment methods and currencies do you support?\",\"answer\":\"We bill in EUR by SEPA bank transfer or PayPal, with Net 30 payment terms. Other currencies and payment methods are available on request for enterprise contracts.\"},{\"question\":\"How long is a quote valid?\",\"answer\":\"Unless we state otherwise in writing, custom quotes are valid for 30 days from the date of issue. After that we will gladly refresh the quote if the underlying scope is unchanged.\"},{\"question\":\"Do prices include VAT?\",\"answer\":\"Prices are quoted net of statutory value-ad
110ded tax (VAT). German VAT is added to the invoice where applicable; for cross-border B2B customers within the EU, the reverse-charge mechanism may apply if you provide a valid VAT ID.\"},{\"question\":\"Can I switch from Pay-as-you-go to a managed campaign later?\",\"answer\":\"Yes — that is by design. Many of our customers start with the free demo, evaluate a few pipelines on pay-as-you-go, and graduate to a managed campaign or an enterprise integration once they know which workflows they want us to operate end-to-end.\"},{\"question\":\"Is there a non-profit, research, or newsroom discount?\",\"answer\":\"We work with public-interest newsrooms, academic researchers, and non-profit fact-checkers under reduced rates and grant-funded arrangements. Get in touch via the contact form and tell us about your project — we will get back to you with a tailored proposal.\"}],\"cta-heading\":\"Start small, scale when you need to.\",\"cta-description\":\"Try the free Content Verification demo, run a paid pipeline on pay-as-you-go credits, or get a quote for a managed campaign. Either way, your first conversation is free.\",\"cta-badge\":\"Get started\",\"cta-primary-button\":\"Book a 30-min demo\",\"cta-secondary-button\":\"Talk to sales\",\"cta-browser-title\":\"Try it in your browser\",\"cta-browser-description\":\"Run the free Content Verification demo on a single image, no signup.\",\"cta-docs-title\":\"Security \u0026 Compliance\",\"cta-docs-description\":\"SOC 2, GDPR, and EU-hosted. Everything your procurement team needs.\",\"products-badge\":\"Credit Costs\",\"products-heading\":\"Product \u0026 Pipeline Credit Costs\",\"products-description\":\"Every product runs on the same credit system as pay-as-you-go verification — no separate contracts or hidden fees.\",\"products-costs\":[{\"title\":\"Content Gathering\",\"cost\":\"Standard crowd job pricing\",\"description\":\"You set the reward per gathered item, just like any crowd job — typical campaigns run €0.10–€0.50 per accepted item.\"},{\"title\":\"Multimedia Verification\",\"cost\":\"500–8,900 credits per run\",\"description\":\"Cost depends on pipeline tier and modality — from a quick Tier 1 technical check to a full Tier 2 AI + crowd deep review. See the pipeline catalog for exact figures.\"},{\"title\":\"Source Research\",\"cost\":\"3,200 credits per run\",\"description\":\"Covers live web research, AI synthesis, and a fact-checking crowd confirmation stage.\"},{\"title\":\"AI Result Evaluation\",\"cost\":\"From 45 credits per evaluation\",\"description\":\"15 credits per crowd response × 3 responses by default; request more responses for a higher-confidence score.\"},{\"title\":\"Continuous Monitoring\",\"cost\":\"Same as one evaluation per tick\",\"description\":\"Each scheduled tick that finds a run to sample costs the same as one AI Result Evaluation — ticks that find nothing to sample are free.\"},{\"title\":\"Data Platform\",\"cost\":\"0–350 credits per file\",\"description\":\"Dataset cleaning, format conversion, deduplication, and train/val/test splitting are free. PII redaction costs 50 credits per file. Language Technology pipelines (transcription, translation, OCR, language ID, entity detection) cost 100–350 credits per file. Crowd-assisted labeling costs 40 credits per worker response.\"},{\"title\":\"AI Platform\",\"cost\":\"100–200 credits per finetuning run\",\"description\":\"A flat, upfront cost per run depending on the base model — known before you start, not metered by compute time. Benchmarking a finetuned model with the crowd costs the same as one AI Result Evaluation.\"}]},\"security\":{\"badge\":\"Security\",\"heading\":\"Built on European infrastructure, in line with European law.\",\"intro\":\"Crowdee processes content that newsrooms, broadcasters, and compliance teams cannot afford to leak. We treat security and data protection as primary product features — not afterthoughts — from where the servers live down to how individual API requests are signed.\",\"report-button\":\"Report a vulnerability\",\"privacy-button\":\"Read the Privacy Policy\",\"footer-note\":\"[email protected] · Crowdee GmbH, Berlin · GDPR-aligned, no training on customer content\",\"hosting-badge\"
110:\"Where your data lives\",\"hosting-heading\":\"Hosted in Germany, end to end\",\"hosting-description\":\"No managed cloud, no third-party serverless, no opaque hyperscaler abstractions in the request path. Visitors talk only to Crowdee-controlled origins in Germany.\",\"hosting-items\":[{\"title\":\"Germany only\",\"description\":\"Website, dashboards, databases, and our self-hosted Matomo analytics all run on dedicated servers at netcup GmbH in German data centres.\"},{\"title\":\"Owned hardware in Berlin\",\"description\":\"Our automation backend (used by the chat assistant and the Content Verification pipeline) runs on hardware Crowdee owns and operates in Berlin.\"},{\"title\":\"No third-party CDN or serverless\",\"description\":\"We do not use Vercel, third-party serverless platforms, or third-party managed CDNs to deliver dynamic content. Visitors connect only to Crowdee-controlled origins.\"}],\"appsec-badge\":\"Application security\",\"appsec-heading\":\"The controls we apply to every request\",\"appsec-description\":\"Encryption, signed tokens, origin enforcement, rate limits, and scoped credentials — layered, not bolted on.\",\"appsec-items\":[{\"title\":\"TLS everywhere\",\"description\":\"All traffic to and from the Website and our APIs is served over HTTPS with modern cipher suites and HSTS.\"},{\"title\":\"Encryption at rest\",\"description\":\"Application databases that hold persistent customer data are encrypted at rest. Sensitive credentials (e.g. API keys) are stored as one-way hashes, never in clear text.\"},{\"title\":\"HMAC-signed result tokens\",\"description\":\"Verification results are bound to the originating browsing session with HMAC-signed, short-lived tokens (one-hour TTL) so that follow-up actions cannot be forged.\"},{\"title\":\"CSRF, origin, and bot mitigation\",\"description\":\"State-changing endpoints enforce origin and CSRF checks, rate-limit on multiple axes, and use ALTCHA proof-of-work to block automated abuse.\"},{\"title\":\"Per-IP and global rate limits\",\"description\":\"Each public API route applies in-memory per-IP and per-instance rate limits with body-size caps and upstream timeouts to contain misbehaving clients.\"},{\"title\":\"Scoped API keys\",\"description\":\"Programmatic access uses scoped API keys with effective roles capped at the minimum of the key role and the membership role, optionally pinned to specific organisations.\"}],\"ai-badge\":\"AI and data handling\",\"ai-heading\":\"Your content is processed, not absorbed\",\"ai-description\":\"We use machine-learning models to do real work for you. We do not turn your content into training data — ours or anyone else's.\",\"ai-items\":[{\"title\":\"No training on customer data\",\"description\":\"We do not use Customer Content or Outputs to train our foundation models, and we contractually require the third-party AI providers we engage not to use inputs or outputs to train theirs.\"},{\"title\":\"Ephemeral inference\",\"description\":\"Uploaded image bytes are kept only for the duration of the inference call and are not persisted on disk. A hash-keyed result cache expires within 24 hours.\"},{\"title\":\"Processor selection\",\"description\":\"Third-party model providers we route to act as our processors under Art. 28 GDPR. They are bound to process inputs only on our instructions and to keep them no longer than technically necessary.\"}],\"ops-badge\":\"Access and operations\",\"ops-heading\":\"How we run the platform day to day\",\"ops-description\":\"Least-privilege access, disciplined patching, retained audit logs, and processors held to the same standard.\",\"ops-items\":[{\"title\":\"Least-privilege access\",\"description\":\"Access to production systems uses role-based controls and the principle of least privilege, with audit logging on privileged operations.\"},{\"title\":\"Patching and dependency hygiene\",\"description\":\"Operating systems, runtimes, and dependencies are patched on a regular cadence. We track upstream advisories and apply security updates promptly.\"},{\"title\":\"Logging and retention\",\"description\":\"Server log files are retained for a maximum of 30 days unless an incident requires longer retention. Rate-limit counters live in memory only and reset with the window.\"},{\"title\":\"Processor contracts\",\"description\":\"Every processor we use is bound by a written agreement under Art. 28 GDPR that requires equivalent technical and organisational measures.\"}
110],\"disclosure-badge\":\"Responsible disclosure\",\"disclosure-heading\":\"Report a vulnerability\",\"disclosure-description\":\"We welcome security researchers and members of the community who help us improve our security posture. Recognised disclosures may be acknowledged in our Hall of Fame.\",\"disclosure-steps\":[{\"title\":\"Send the report\",\"description\":\"Email [email protected] (preferred) or use our contact form. Include the affected system, endpoint, or page; the steps required to reproduce the issue; and the impact you see.\"},{\"title\":\"Attach evidence\",\"description\":\"Where it helps us reproduce, attach screenshots, log excerpts, HTTP requests/responses, or proof-of-concept code. Avoid attaching real customer data.\"},{\"title\":\"Give us time\",\"description\":\"Please do not publicly disclose the issue until we have had a reasonable opportunity to investigate and remediate, and please do not access data that is not yours, degrade the service, or pivot beyond what is needed to demonstrate the issue.\"},{\"title\":\"Expect a reply\",\"description\":\"We acknowledge reports within 3 business days and provide a first triage assessment within 10 business days. Fix timelines depend on severity; we will keep you informed.\"}],\"in-scope-heading\":\"In scope\",\"out-of-scope-heading\":\"Out of scope\",\"in-scope\":[\"crowdee.ai and its sub-domains operated by Crowdee\",\"Crowdee API endpoints under /v2/* and /api/*\",\"The Crowdee Platform and dashboards reachable from a Customer tenant you control\",\"Authentication, authorisation, and session-handling flows you legitimately reach\"],\"out-of-scope\":[\"Denial-of-service, volumetric, or stress-testing attacks against any Crowdee service\",\"Social engineering, phishing, or physical attacks against staff, customers, or facilities\",\"Findings that require physical access to a victim's device or an already-compromised account\",\"Reports based purely on automated scanner output without a demonstrated impact\",\"Issues in third-party services (Calendly, model providers) — please report those upstream\",\"Best-practice findings without a security impact (e.g. missing security headers without exploitability)\"],\"safe-harbour-label\":\"Safe harbour.\",\"safe-harbour-text\":\"Good-faith research that follows this policy — meaning you respect the in-scope and out-of-scope rules above, avoid degradation of the service, and do not access, modify, or retain data that does not belong to you — will not trigger legal action from Crowdee. If you are unsure whether an action is allowed, ask us first at [email protected].\",\"docs-badge\":\"Documents on request\",\"docs-heading\":\"What we can share with your procurement team\",\"docs-description\":\"We do not publish these documents because they evolve with our sub-processor relationships. Ask and we will send the current version.\",\"docs-items\":[{\"title\":\"Data processing agreement (DPA)\",\"description\":\"Art. 28 GDPR template plus relevant sub-processor list, ready to counter-sign before processing begins.\"},{\"title\":\"Security questionnaire support\",\"description\":\"We respond to vendor security questionnaires (CAIQ-Lite, SIG-Lite, or your own template) on request.\"},{\"title\":\"Sub-processor disclosure\",\"description\":\"Current list of sub-processors used by the Platform, including hosting, anti-abuse, and AI model providers.\"}],\"docs-request-link\":\"Request a copy\",\"cta-heading\":\"See something? Tell us.\",\"cta-description\":\"Whether you are a researcher with a finding, a procurement lead with a questionnaire, or a customer with a sensitive question — write to [email protected] and a human will get back to you.\",\"cta-badge\":\"Get in touch\",\"cta-primary-button\":\"Email [email protected]\",\"cta-secondary-button\":\"Use the contact form\",\"cta-privacy-title\":\"Privacy Policy\",\"cta-privacy-description\":\"How we process personal data, retention windows, and your rights as a data subject.\",\"cta-terms-title\":\"Terms and Conditions\",\"cta-terms-description\":\"The full commercial framework: liability, DPA, sub-processors, and SLA terms.\"}
110,\"support\":{\"heading\":\"How Can We Help?\",\"description\":\"Find answers to common questions or contact our support team.\",\"search-placeholder\":\"Search for answers...\",\"no-results\":\"No results found for \\\"{query}\\\"\",\"contact-heading\":\"Still need help?\",\"contact-description\":\"Our support team is here for you.\",\"chatbot-button\":\"Use Chatbot\",\"ticket-button\":\"Create Ticket\",\"contact-button\":\"Contact Us\"},\"ticket\":{\"heading\":\"Create a Support Ticket\",\"description\":\"Describe your issue and we'll get back to you as soon as possible.\",\"field-name-label\":\"Full name\",\"field-name-placeholder\":\"First and last name\",\"field-email-label\":\"Email Address\",\"field-email-placeholder\":\"[email protected]\",\"field-category-label\":\"Category\",\"field-category-placeholder\":\"Select category\",\"field-priority-label\":\"Priority\",\"field-priority-placeholder\":\"Select priority\",\"field-subject-label\":\"Subject\",\"field-subject-placeholder\":\"Brief summary of your issue\",\"field-description-label\":\"Description\",\"field-description-placeholder\":\"Please provide as much detail as possible...\",\"field-attachments-label\":\"Attachments\",\"field-attachments-note\":\"Upload up to 5 files (max 10MB each). Supported: images, PDFs, text files.\",\"attach-button\":\"Attach Files\",\"remove-file-label\":\"Remove file\",\"submit\":\"Submit Ticket\",\"submitting\":\"Submitting...\",\"success-heading\":\"Ticket submitted\",\"success\":\"Your ticket has been submitted. Check your email for confirmation.\",\"success-reset-cta\":\"Submit another ticket\",\"error\":\"Something went wrong. Please try again.\",\"categories\":{\"technical\":\"Technical Issue\",\"billing\":\"Billing \u0026 Payments\",\"account\":\"Account Access\",\"feature\":\"Feature Request\",\"bug\":\"Bug Report\",\"other\":\"Other\"},\"priorities\":{\"low\":\"Low\",\"medium\":\"Medium\",\"high\":\"High\",\"urgent\":\"Urgent\"},\"validation-name-required\":\"Full name is required\",\"validation-email-required\":\"Email is required\",\"validation-email-invalid\":\"Please enter a valid email\",\"validation-category-required\":\"Please select a category\",\"validation-priority-required\":\"Please select a priority\",\"validation-subject-required\":\"Subject is required\",\"validation-description-min\":\"Description must be at least 10 characters\",\"validation-captcha-required\":\"Please complete the captcha\"},\"hero-animated\":{\"phrase-1-headline-1\":\"AI content-verification\",\"phrase-1-headline-2\":\"at media speed\",\"phrase-1-body\":\"Auditable, defensible verdicts — not just confidence scores.\",\"phrase-2-headline-1\":\"20+ verification\",\"phrase-2-headline-2\":\"pipelines\",\"phrase-2-body\":\"Audio forensics, image manipulation, political-bias analysis, and more.\",\"phrase-3-headline-1\":\"1M+ screened\",\"phrase-3-headline-2\":\"crowd workers\",\"phrase-3-body\":\"A multilingual workforce for human-in-the-loop verification.\",\"phrase-4-headline-1\":\"Forensic-grade\",\"phrase-4-headline-2\":\"reports\",\"phrase-4-body\":\"Drill into every step. Confidence scores, metadata, crowd assessments.\"},\"home\":{\"quote\":\"AI speed. Human judgment. Full auditability.\",\"features\":[{\"title\":\"AI-Powered Triage\",\"description\":\"Extract and pre-classify claims from text, images, and social media. AI flags what needs verification.\"},{\"title\":\"Crowd Verification at Scale\",\"description\":\"Route ambiguous claims to 1M+ screened workers. Collect independent verdicts with reasoning.\"},{\"title\":\"Auditable Verdicts\",\"description\":\"Get aggregated results with inter-rater agreement, timestamp trails, and compliance documentation.\"},{\"title\":\"Multi-Modal Analysis\",\"description\":\"Analyze text, images, and social media content through a single unified pipeline.\"},{\"title\":\"Built for Regulation\",\"description\":\"DSA Article 34/35 and EU AI Act ready. Human-in-the-loop documentation baked in.\"},{\"title\":\"Backed by Research\",\"description\":\"Born from the BMBF-funded news-polygraph project with Deutsche Welle, rbb, and Fraunhofer.\"}]},\"offerings\":{\"heading\":\"Four ways to work with Crowdee\",\"description\":\"Buy a verified result, run your own crowd program, build the datasets behind them, or finetune your own model — all backed by the same panel, pipelines, and audit trail.\",\"offerings\":[{\"icon\":\"ShieldCheck\",\"t
110itle\":\"Verification Platform\",\"tagline\":\"AI + crowd verdicts, delivered\",\"description\":\"Send us content and get back an auditable, confidence-scored verdict — powered by 20+ AI pipelines and 1M+ crowd workers.\",\"href\":\"/platform\",\"primaryCta\":\"Explore the Platform\"},{\"icon\":\"LayoutDashboard\",\"title\":\"Crowd Platform\",\"tagline\":\"Run your own crowd program\",\"description\":\"Get your own tenant with a panel, projects, pipelines, datasets, and budget — the same stack Crowdee runs its own crowd operations on.\",\"href\":\"/crowd-platform\",\"primaryCta\":\"See the Crowd Platform\"},{\"icon\":\"Database\",\"title\":\"Data Platform\",\"tagline\":\"Build the datasets your AI and crowd run on\",\"description\":\"Create, clean, and manage large datasets with a dedicated pipeline catalog — ready to feed your verification and crowdsourcing programs.\",\"href\":\"/data-platform\",\"primaryCta\":\"See the Data Platform\"},{\"icon\":\"Sparkles\",\"title\":\"AI Platform\",\"tagline\":\"Finetune your own open-source model\",\"description\":\"Finetune small, open-source language models on your Data Platform datasets or Crowd Platform job answers, then benchmark the result with the crowd before you trust it.\",\"href\":\"/ai-platform\",\"primaryCta\":\"See the AI Platform\"}]},\"chat\":{\"title\":\"Crowdee Chat\",\"subtitle\":\"Start a chat. We're here to help you 24/7.\",\"initial-1\":\"Hi there!\",\"initial-2\":\"My name is Nova. How can I assist you today?\",\"initial-3\":\"Just so you know: this chat is AI-powered. By using it, you agree to our [privacy policy](/privacy).\",\"get-started\":\"New Conversation\",\"input-placeholder\":\"Type your question..\",\"close-tooltip\":\"Close chat\"},\"privacy\":{\"title\":\"Privacy Policy\",\"subtitle\":\"Information on how Crowdee GmbH processes personal data on the Website, the Crowdee platform, and related services.\",\"version\":\"Version: May 2026\",\"label-purpose\":\"Purpose:\",\"label-legal-basis\":\"Legal basis:\",\"label-retention\":\"Retention:\",\"label-transfer\":\"Transfer:\",\"label-recipient\":\"Recipient and transfer:\",\"label-more-info\":\"More information:\",\"label-note\":\"Note:\",\"label-strong-note\":\"Please do not enter special-category data (Art. 9 GDPR), passwords, or other confidential information into the chat.\",\"intro-p1-before\":\"Crowdee GmbH (“Crowdee”, “we”, “us”) takes the protection of your personal data seriously. This Privacy Policy explains which personal data we collect when you visit\",\"intro-p1-after\":\"and related sub-pages (the “Website”), for which purposes we process it, on which legal basis, with whom we share it, and which rights you have as a data subject.\",\"intro-p2\":\"We process personal data in accordance with the EU General Data Protection Regulation (Regulation (EU) 2016/679, “GDPR”) and the German Federal Data Protection Act (Bundesdatenschutzgesetz, “BDSG”), as well as the German Telecommunications-Digital Services Data Protection Act (Telekommunikation-Digitale-Dienste-Datenschutz-Gesetz, “TDDDG”) for the use of cookies and similar technologies.\",\"intro-p3\":\"This Policy applies to all visitors of the Website, registered users of the Crowdee platform, and paying customers (collectively, “you” or “users”). It covers data collected via the Website (contact forms, demos, content verification, chat), the Crowdee platform (content uploads, crowd-work tasks, user accounts), and related sales and billing activities (invoices, payments, support).\",\"s1-heading\":\"1. Controller and Contact\",\"s1-p1\":\"The controller responsible for the processing of personal data within the meaning of Art. 4(7) GDPR is:\",\"s1-address\":\"Crowdee GmbH\\nZehdenicker Str. 5\\n10119 Berlin, Germany\\nManaging Directors: Dr.-Ing. Tim Polzehl, André Beyer\\nTelephone: +49 30 330 210 64\\nE-mail: hello [at] crowdee.ai\\nVAT ID: DE304624889\",\"s1-p2-before\":\"For privacy-related enquiries you can also reach us at\",\"s1-p2-after\":\". We have not appointed a Data Protection Officer because the statutory thresholds of § 38 BDSG are not met; the persons named above are the responsible points of contact for data protection matters.\",\"s2-heading\":\"2. Key Terms and Legal Bases\",\"s2-p1\":\"We use the terms defined in Art. 4 GDPR (in particular “personal data”, “processing”, “controller”, “processor”, “data subject”, “recipient”, “third party”, and “consent”). The legal bases we rely on are:\",\"s2-items\":[{\"label\":\"Art. 6(1)(a) GDPR — consent\",\"desc\":\"(e.g. optional analytics cookies, marketing communications).\"},{\"label\":\"Art. 6(1)(b) GDPR — performance of a contract or pre-contractual measures\",\"desc\":\"(e.g. booking a demo, sending you requested information).\"},{\"label\":\"Art. 6(1)(c) GDPR — compliance with a legal obligation\",\"desc\":\"(e.g. statutory retention obligations under tax or commercial law).\"},{\"label\":\"Art. 6(1)(f) GDPR — legitimate interests\",\"desc\":\"(e.g. ensuring IT security, preventing abuse of our services, responding to general enquiries, conducting direct B2B communication, fraud prevention).\"},{\"label\":\"§ 25(1) and (2) TDDDG\",\"desc\":\"for the storage of, and access to, information on your end-device (cookie
110s, local storage and similar technologies).\"}],\"s2-p2\":\"Where we rely on legitimate interests, you have the right to object under Art. 21 GDPR (see section 13).\",\"s3-heading\":\"3. Data We Process and from Whom\",\"s3-p1\":\"Depending on how you interact with Crowdee, we process different categories of personal data:\",\"s3-items\":[{\"label\":\"Website visitors\",\"desc\":\"— the technical access data described in section 4, plus any data you voluntarily submit through the contact form, chat widget, demo booking, or content-verification tool.\"},{\"label\":\"Platform users\",\"desc\":\"— account credentials, profile information, uploaded content (images, text, audio, video), project configurations, and verification results.\"},{\"label\":\"Customers\",\"desc\":\"— billing and payment information (invoices, transactions), contractual correspondence, and the personal data needed to provide the agreed services.\"}],\"s4-heading\":\"4. Server Log Files and Technical Access Data\",\"s4-p1\":\"When you access the Website, our hosting infrastructure and our application logs may automatically record the following technical data:\",\"s4-items\":[\"the IP address (or, behind a trusted reverse proxy, the client-facing IP forwarded via standard headers),\",\"date and time of the request,\",\"the URL requested, HTTP method, status code, and response size,\",\"the referring URL,\",\"browser type and version, operating system, and language settings (user-agent),\",\"rate-limit counters keyed against the IP address (in-memory, short-lived).\"],\"s4-purpose\":\"ensuring the stable and secure delivery of the Website, detecting and preventing attacks and abuse (e.g. brute-force, denial-of-service, spam submissions), enforcing per-IP and global rate limits, diagnosing technical errors, and improving performance.\",\"s4-legal-basis\":\"Art. 6(1)(f) GDPR — our legitimate interest in operating a secure and functional website. Where IP addresses are processed for security we balance this interest against your interests in accordance with Recital 49 GDPR.\",\"s4-retention\":\"log files are deleted within a maximum of 30 days unless an incident requires longer retention for security investigation purposes. Rate-limit counters are kept in memory only and reset automatically at the end of the rate-limit window.\",\"s5-heading\":\"5. Contact Form, Email, Telephone and Chat\",\"s5a-heading\":\"a) Contact form\",\"s5a-p1-before\":\"When you submit our contact form at\",\"s5a-p1-after\":\"we process the data you provide: full name, email address, and (optionally) company, phone number, subject, employee count and the content of your message. The form is protected against automated abuse by ALTCHA (see section 9(b)).\",\"s5a-p2\":\"Your submission is transmitted to our self-hosted workflow backend, which runs on infrastructure controlled by Crowdee within the European Union, where it triggers an internal email notification to the relevant Crowdee team.\",\"s5a-purpose\":\"handling and responding to your enquiry; pre-contractual communication if you are interested in our products.\",\"s5a-legal-basis\":\"Art. 6(1)(b) GDPR (pre-contractual measures) where your enquiry relates to our services; otherwise Art. 6(1)(f) GDPR (legitimate interest in answering enquiries directed at us).\",\"s5a-retention\":\"until your enquiry is fully resolved, plus the period required to comply with statutory retention obligations (in particular §§ 147 AO, 257 HGB — up to 6 or 10 years for tax-relevant correspondence).\",\"s5b-heading\":\"b) Direct email and telephone contact\",\"s5b-p1-before\":\"If you contact us directly (e.g. via\",\"s5b-p1-after\":\", or by telephone) we process the data you provide for the purpose of handling your enquiry. The legal basis and retention rules outlined under section 5(a) apply accordingly.\",\"s5c-heading\":\"c) Chat assistant (“Nova”)\",\"s5c-p1\":\"Our Website features an embedded chat widget powered by our self-hosted automation backend (“Nova”). When you start a conversation, the messages you type, a session identifier generated client-side, and the technical data described 
110in section 4 are transmitted to our workflow backend. To produce a response, the message content may be forwarded to one or more third-party large-language-model (LLM) providers acting as our processors under Art. 28 GDPR; see section 9(d).\",\"s5c-note\":\"Conversations may be reviewed for quality assurance and abuse prevention.\",\"s5c-purpose\":\"answering visitor questions, qualifying enquiries, improving our service.\",\"s5c-legal-basis\":\"Art. 6(1)(b) GDPR (pre-contractual measures) and Art. 6(1)(f) GDPR (legitimate interest in providing automated customer support).\",\"s5c-retention\":\"conversation logs are deleted within 90 days unless a specific enquiry requires longer processing or statutory retention applies.\",\"s6-heading\":\"6. Demo Booking (Calendly)\",\"s6-p1-before\":\"On\",\"s6-p1-after\":\"we embed the Calendly scheduling widget operated by Calendly LLC, 271 17th Street NE, Atlanta, GA 30363, USA. The widget loads inside an iframe only after you visit the page; we have disabled Calendly’s own consent banner because we obtain consent for non-essential cookies via our own consent manager (section 7).\",\"s6-p2\":\"When you book a meeting through the widget, Calendly processes the data you enter into its booking form (name, email, optional company information, your selected time slot, and any answers to screening questions) as well as basic technical data (IP address, device/browser information). Calendly may set cookies and similar identifiers on your device.\",\"s6-purpose\":\"scheduling and conducting product demonstrations and sales calls.\",\"s6-legal-basis\":\"Art. 6(1)(b) GDPR (pre-contractual measures) for the booking itself; § 25(1) TDDDG / Art. 6(1)(a) GDPR for any non-essential cookies set by Calendly (where applicable, based on your consent in our consent banner).\",\"s6-recipient\":\"Calendly is established in the United States. Transfers are safeguarded by the EU-US Data Privacy Framework, to which Calendly LLC has self-certified, and additionally by the Standard Contractual Clauses adopted by the European Commission (Art. 46(2)(c) GDPR). See section 9.\",\"s7-heading\":\"7. Content Verification Service\",\"s7-p1-before\":\"At\",\"s7-p1-after\":\"you can submit a single image for free, AI-assisted authenticity analysis. The following data are processed when you use this service:\",\"s7-item1\":\"the image file you upload (up to 10 MB; only common image formats are accepted),\",\"s7-item2\":\"a SHA-256 cryptographic hash of the file (used as a cache key and to bind your subsequent result-email submission to the original verification),\",\"s7-item3\":\"the model variant you select (if any),\",\"s7-item4\":\"the technical access data described in section 3, including your IP address where the deployment is configured to trust proxy headers,\",\"s7-item5\":\"a session-bound HMAC-signed result token (no personal data, valid for one hour, used to authenticate your follow-up email submission),\",\"s7-item6-before\":\"a strictly necessary cookie\",\"s7-item6-after\":\"set on your device after a successful verification to enforce the one-free-verification-per-day fair-use limit (24 hours, HttpOnly, SameSite=Strict).\",\"s7-p2\":\"The image is forwarded to our self-hosted workflow backend for analysis. Within the verification pipeline, the image (or model-specific derivatives of it) is sent to one or more third-party AI model providers acting as our processors under Art. 28 GDPR (see section 9(d)) to compute the authenticity assessment. Verification results (verdict, confidence score, supporting indicators) are cached on the server in memory keyed by the image hash for up to 24 hours so that repeated uploads of the same image return a stable answer without re-running the analysis.\",\"s7-image-content-label\":\"Image content and people in images:\",\"s7-image-content\":\"if the image you upload contains identifiable individuals or other personal data, that data is processed only for the technical purpose of producing the verification result. You confirm that you are entitled to submit the image for this purpose. Please do not upload images containing special-category data (Art. 9 GDPR) unless you have a clear lawful basis to do so. Uploaded images and inference outputs are not used to train third-party models.\",\"s7-purpose\":\"providing a free demonstration of our content-verification service; preventing abuse of the free tier via per-IP, per-instance, and per-day rate limits.\",\"s7-legal-basis-before\":\"Art. 6(1)(b) GDPR (performance of the service you requested) and Art. 6(1)(f) GDPR (preventing abuse and ensuring service stability). The strictly-necessary\",\"s7-legal-basis-after\":\"cookie is set on the basis of § 25(2) no. 2 TDDDG (strictly necessary to provide the explicitly requested service).\",\"s7-retention\":\"uploaded image bytes are kept only for the duration of the inference call and are not persisted on disk; the hash-keyed result cache expires after 24 hours; the IP daily-use map is bounded in-memory and is cleared on server restart; result tokens expire after one hour.\",\"s7e-heading\":\"Email capture for verified results\",\"s7e-p1\":\"After a successful verification you can optionally provide your name, email address, and (optionally) company in order to receive the verification report by email and to be contacted by our team. The submission is bound to the just-completed verification via the short
110-lived HMAC result token described above.\",\"s7e-legal-basis\":\"Art. 6(1)(a) GDPR (your consent, given by submitting the form) and Art. 6(1)(f) GDPR for follow-up B2B contact within the scope permitted by Recital 47 GDPR. You may withdraw consent at any time with effect for the future (see section 13).\",\"s7e-retention\":\"we keep this information for as long as needed to follow up, and in any case no longer than 24 months from your last interaction, unless we are required to retain it for longer (e.g. tax law) or you ask us to delete it sooner.\",\"s8-heading\":\"8. Cookies, Local Storage and Consent Management\",\"s8-p1-before\":\"We use cookies and similar technologies (e.g. browser local storage) only to the extent strictly necessary for the operation of the Website, or with your consent. Where consent is required, we collect it via our consent manager (powered by\",\"s8-p1-after\":\") before activating the corresponding technology. The consent manager itself stores your choices locally on your device so that the banner does not reappear on every visit.\",\"s8-p2\":\"The technologies we use fall into two categories:\",\"s8-items\":[{\"label\":\"Strictly necessary\",\"desc\":\"(always active; § 25(2) no. 2 TDDDG): session-management tokens, CSRF/origin enforcement, the consent record itself, and the cv_daily_used cookie that enforces the free-tier daily limit for the content-verification service.\"},{\"label\":\"Analytics\",\"desc\":\"(only with consent; § 25(1) TDDDG and Art. 6(1)(a) GDPR): Matomo Analytics in pseudonymised mode (see section 9(a)).\"}],\"s8-p3\":\"You can review and change your choices at any time via the “Privacy settings” link in our footer, by reopening the consent manager, or via your browser settings.\",\"s9-heading\":\"9. Third-Party Services and Sub-processors\",\"s9a-heading\":\"a) Matomo Analytics (self-hosted, consent-based)\",\"s9a-p1-before\":\"Subject to your consent we use\",\"s9a-p1-after\":\"(open-source) to measure usage of the Website. Matomo is self-hosted by Crowdee on infrastructure within the European Union; no data is transmitted to InnoCraft Ltd. or any other third party. We configure Matomo with IP truncation (anonymisation of the last octet) and do not use Matomo for cross-site advertising or profile building. Matomo processes pseudonymised data such as truncated IP address, pages visited, referrer, device/browser characteristics, approximate location at country level, and a randomly assigned visitor identifier.\",\"s9a-legal-basis\":\"Art. 6(1)(a) GDPR and § 25(1) TDDDG (your consent), revocable at any time. Retention: aggregated reports are kept for up to 26 months.\",\"s9b-heading\":\"b) ALTCHA (anti-abuse)\",\"s9b-p1\":\"Our forms are protected by ALTCHA, an open-source proof-of-work bot-mitigation mechanism. ALTCHA works entirely within your browser: your browser solves a short computational puzzle whose solution is verified against our own server. No data is transmitted to any third party, and ALTCHA does not use tracking, cookies, or behavioural profiling.\",\"s9b-legal-basis\":\"Art. 6(1)(f) GDPR — our legitimate interest in preventing spam, scraping, and automated abuse of our forms. The puzzle is started only when you interact with the form.\",\"s9c-heading\":\"c) Calendly (demo booking)\",\"s9c-p1\":\"See section 6.\",\"s9d-heading\":\"d) Workflow automation and AI model providers\",\"s9d-p1\":\"Submissions from the contact form, chat assistant, content verification service, and the verification-result e-mail capture are routed through our self-hosted automation backend, which Crowdee operates on infrastructure within the European Union. This backend itself is not a third-party recipient.\",\"s9d-p2-before\":\"Within the chat assistant and the content-verification pipeline, message text or image data is sent from our automation backend to one or more third-party AI model providers acting as our processors under Art. 28 GDPR for the sole purpose of generating a response or an authenticity assessment. Crowdee uses\",\"s9d-openrouter\":\"OpenRouter AI Inc.\",\"s9d-p2-mid1\":\"as a routing layer to dynamically select the optimal model provider for each request. Depending on the workflow, the actual model may be provided by\",\"s9d-anthropic\":\"Anthropic PBC\",\"s9d-p2-mid2\":\"(Claude models) or\",\"s9d-openai\":\"OpenAI Inc.\",\"s9d-p2-mid3\":\"(GPT models). We select all providers contractually so that they commit to (i) processing inputs only on our instructions, (ii) not retaining inputs beyond what is technically necessary to serve the response, and (iii)\",\"s9d-no-training\":\"not using customer inputs to train their foundation models\",\"s9d-p2-after\":\". These providers are established in the United States;
110 transfers are safeguarded as described in section 10.\",\"s9d-p3-before\":\"A complete, up-to-date list of all processors engaged for our services, including their location and transfer safeguards, is published at\",\"s9d-p3-after\":\".\",\"s9e-heading\":\"e) Hosting and content delivery\",\"s9e-p1\":\"All systems are operated by Crowdee on infrastructure located in Germany:\",\"s9e-items\":[{\"label\":\"Website and Matomo analytics\",\"desc\":\"run on dedicated servers operated by netcup GmbH, Daimlerstraße 25, 76185 Karlsruhe, Germany, in data centres located in Germany. netcup acts as our infrastructure provider under a data-processing agreement pursuant to Art. 28 GDPR; netcup does not access the application-level personal data we process and is not used as a recipient of such data.\"},{\"label\":\"Automation backend\",\"desc\":\"runs on hardware owned and operated by Crowdee, housed in Berlin, Germany. There is no third-party infrastructure provider involved in its operation.\"}],\"s9e-p2\":\"We do not use Vercel, third-party serverless platforms, or third-party managed CDNs to deliver dynamic content or to terminate TLS for visitor traffic. Static marketing imagery is optimised through Next.js’s built-in image pipeline running on our own servers, so that visitors’ browsers connect only to Crowdee-controlled origins in Germany.\",\"s9f-heading\":\"f) Embedded fonts and assets\",\"s9f-p1\":\"Web fonts and icons used on the Website are self-hosted; we do not load resources from Google Fonts or comparable third-party font services. Where we link to external websites (e.g. partner logos), the linked operator’s privacy notice applies as soon as you follow the link.\",\"s9g-heading\":\"g) Social Media Profiles\",\"s9g-p1-before\":\"We maintain public profiles on\",\"s9g-p1-and\":\"and\",\"s9g-p1-after-before-controller\":\". When you visit or interact with these profiles, the respective platform operator processes your data as an\",\"s9g-independent-controller\":\"independent controller\",\"s9g-p1-after\":\"under its own privacy policy. We do not receive personal data from these platforms beyond aggregate reach statistics.\",\"s9h-heading\":\"h) Other processors\",\"s9h-p1-before\":\"For the complete, current list of all other processors engaged by Crowdee — including those used for transactional email, billing, invoicing, video conferencing, crowdsourcing, and platform analytics — please see our\",\"s9h-link-text\":\"Data Subprocessors\",\"s9h-p1-after\":\"page. That page is updated whenever a processor is added or removed and serves as the single source of truth for our subprocessor inventory.\",\"s10-heading\":\"10. Transfers to Third Countries\",\"s10-p1\":\"All Crowdee-operated systems are located in Germany: the Website and our Matomo analytics instance run on dedicated servers at netcup GmbH; our automation backend runs on hardware owned by Crowdee and housed in Berlin (see section 9(e)). The only categories of recipient that may receive personal data outside the EEA are:\",\"s10-items1\":[{\"label\":\"Third-party AI model providers\",\"desc\":\"invoked by our automation pipelines — see section 9(d). Some of these providers operate from the United States or other third countries;\"},{\"label\":\"Calendly LLC\",\"desc\":\"(USA), but only if you visit\"}],\"s10-calendly-suffix\":\"and interact with the embedded scheduling widget — see section 6.\",\"s10-p2\":\"Transfers to third countries without an adequacy decision rely on appropriate safeguards within the meaning of Art. 46 GDPR, in particular:\",\"s10-items2\":[\"the EU-US Data Privacy Framework (adequacy decision of 10 July 2023) where the relevant processor is self-certified, and/or\",\"the Standard Contractual Clauses adopted by the European Commission in Implementing Decision (EU) 2021/914 supplemented, where appropriate, by additional technical and organisational measures.\"],\"s10-p3-before\":\"On request we will provide further information about the specific safeguards in place for an individual transfer. A complete list of all processors established outside the EEA, together with their applicable transfer safeguards, is published at\",\"s10-p3-after\":\".\",\"s11-heading\":\"11. Storage and Erasure\",\"s11-p1\":\"We store personal data only for as long as necessary to achieve the purpose for which we processed it, or as required by law. Specific retention periods are set out in the relevant sections above. Data are deleted or anonymised:\",\"s11-items\":[\"when the original purpose of processing has been fulfilled,\",\"when statutory retention obligations expire,\",\"when consent is withdrawn and no other legal basis applies,\",\"when an objection under Art. 21 GDPR is upheld,\",\"or when erasure is otherwise required by law.\"],\"s11-p2\":\"Where erasure is not possible because of statutory retention obligations (e.g. § 147 AO, § 257 HGB), processing will be restricted accordingly and the data will be erased once those obligations have expired.\",\"s12-heading\":\"12. Data Security\",\"s12-p1\":\"We implement appropriate technical and organisational measures pursuant to Art. 32 GDPR to protect personal data against accidental or unlawful destruction, loss, alteration, and unauthorised disclosure or access. These measures include in particular:\",\"s12-items\":[\"transport encryption (HTTPS/TLS) for all traffic to and from the Website,\",\"encryption at rest for application databases where appropriate,\",\"role-based access controls, principle of least privilege, and audit logging,\",\"HMAC-signed tokens for binding verification results to the same browsing session,\",\"CSRF/origin checks on state-changing endpoints, per-IP and global rate-limiting, and bot mitigation via ALTCHA proof-of-work,\",\"regular patching of operating systems and dependencies, vulnerability scanning, and security reviews,\",\"contractual security requirements imposed on our processors.\"],\"s12-p2-before\":\"You can responsibly disclose suspected vulnerabilities to\",\"s12-p2-mid\":\"; see our\",\"s12-security-link\":\"security page\",\"s12-p2-after\":\"for details.\",\"s13-heading\":\"13. Your Rights as a Data Subject\",\"s13-p1\":\"Subject to the conditions set out in the GDPR, you have the following rights regarding personal data we process about you:\",\"s13-items\":[{\"label\":\"Right of access (Art. 15 GDPR)\",\"desc\":\"— to obtain confirmation as to whether and how we process your personal data, and a copy of that data.\"}
110,{\"label\":\"Right to rectification (Art. 16 GDPR)\",\"desc\":\"— to have inaccurate or incomplete data corrected.\"},{\"label\":\"Right to erasure (Art. 17 GDPR)\",\"desc\":\"— to have personal data deleted where one of the grounds in Art. 17(1) applies.\"},{\"label\":\"Right to restriction of processing (Art. 18 GDPR)\",\"desc\":\".\"},{\"label\":\"Right to data portability (Art. 20 GDPR)\",\"desc\":\"— to receive the personal data you have provided to us in a structured, commonly used, machine-readable format.\"},{\"label\":\"Right to object (Art. 21 GDPR)\",\"desc\":\"— to object, on grounds relating to your particular situation, to processing based on Art. 6(1)(e) or (f) GDPR. Where data are processed for direct marketing purposes, you may object at any time and without justification.\"},{\"label\":\"Right to withdraw consent (Art. 7(3) GDPR)\",\"desc\":\"— where processing is based on your consent, you may withdraw it at any time with effect for the future, without affecting the lawfulness of processing prior to withdrawal.\"}],\"s13-p2-before\":\"To exercise any of these rights, please contact us using the details in section 1 or write to\",\"s13-p2-after\":\". We may ask for additional information to verify your identity. We will respond without undue delay and at the latest within one month of your request (Art. 12(3) GDPR).\",\"s14-heading\":\"14. Right to Lodge a Complaint\",\"s14-p1\":\"Without prejudice to any other remedy, you have the right to lodge a complaint with a data protection supervisory authority, in particular in the Member State of your habitual residence, place of work, or place of the alleged infringement (Art. 77 GDPR). The supervisory authority responsible for Crowdee GmbH is:\",\"s14-address\":\"Berliner Beauftragte für Datenschutz und Informationsfreiheit\\nAlt-Moabit 59-61\\n10555 Berlin, Germany\\nTelephone: +49 30 13889-0\",\"s15-heading\":\"15. No Automated Decision-Making with Legal Effect\",\"s15-p1\":\"We do not use the data collected via this Website for automated individual decision-making, including profiling, that produces legal effects concerning you or similarly significantly affects you within the meaning of Art. 22(1) GDPR. The content-verification service returns an automated assessment of an uploaded image; this assessment is informational and does not in itself produce legal or comparable effects.\",\"s16-heading\":\"16. Obligation to Provide Data\",\"s16-p1\":\"You are under no statutory or contractual obligation to provide personal data via the Website. However, certain functions (e.g. the contact form, demo booking, or sending verification results by email) require at least the data marked as mandatory in the relevant form; without that data we cannot process your request.\",\"s17-heading\":\"17. Children\",\"s17-p1\":\"Our Website and services are directed at businesses and professional users; they are not intended for children under the age of 16. We do not knowingly collect personal data from children. If you become aware that a child has provided us with personal data without verifiable parental consent, please contact us so that we can delete that data.\",\"s18-heading\":\"18. Changes to this Privacy Policy\",\"s18-p1\":\"We may update this Privacy Policy from time to time to reflect changes in our processing activities, technology, or applicable law. The current version is the version published on this page and is identified by the version date shown above. For material changes we will provide reasonable advance notice through the Website or by email.\"},\"terms\":{\"title\":\"Terms and Conditions\",\"subtitle\":\"General terms and conditions for the use of the Crowdee Platform, post-contract and main offer services, the free Content Verification service, crowdsourcing for customers and crowd workers, the Nova chat assistant, and our related services.\",\"version\":\"Version: May 2026\",\"intro-p1-before\":\"These General Terms and Conditions (“Terms”) govern the contractual relationship between Crowdee GmbH (“Crowdee”, “we”, “us”) and you (“Customer”, “you”) when you access or use the website at\",\"intro-p1-after\":\"and its sub-pages (the “Website”), the Crowdee software platform and any post-contract or main offer services ordered through a quote or statement of work, our content verification services, our crowdsourcing services (including crowd tasks you create directly and crowd tasks generated indirectly through verification pipelines), our chat assistant “Nova”, our demo booking service, and any other services Crowdee makes available (individually and collectively, the “Services”). Where you participate as a crowd worker performing tasks for remuneration, these Terms also apply to your use of the worker-facing interfaces and the resulting contractual relationship with Crowdee.\",\"intro-p2\":\"By accessing the Website, submitting a form, ordering a Service, uploading content for verification, booking a demo, signing a quote, creating crowd tasks, performing crowd work, or otherwise using the Services, you agree to be bound by these Terms. If you do not agree with these Terms, you must not use the Services.\",\"intro-p3\":\"The Services are directed at businesses, professional users, and public bodies in the meaning of § 14 BGB (entrepreneurs). They are not intended for c
110onsumers within the meaning of § 13 BGB. Where consumer protection rules apply on a mandatory basis, your statutory rights as a consumer remain unaffected.\",\"s1-heading\":\"1. Provider, Scope and Order of Precedence\",\"s1-p1\":\"The provider of the Services is:\",\"s1-address\":\"Crowdee GmbH\\nZehdenicker Str. 5\\n10119 Berlin, Germany\\nManaging Directors: Dr.-Ing. Tim Polzehl, André Beyer\\nTelephone: +49 30 330 210 64\\nE-mail: hello [at] crowdee.ai\\nCommercial Register: Amtsgericht Berlin-Charlottenburg\\nVAT ID: DE304624889\",\"s1-p2\":\"These Terms apply to all business relationships between Crowdee and the Customer relating to the Services, including pre-contractual communications. Deviating, conflicting, or supplementary general terms and conditions of the Customer shall not become part of the contract unless Crowdee has expressly agreed to their inclusion in writing.\",\"s1-p3\":\"Where Crowdee and the Customer enter into an individual written agreement, order form, quote, or statement of work (an “Individual Agreement”), the documents take precedence in the following order in case of conflict: (i) the Individual Agreement; (ii) any product-specific terms or service descriptions referenced in the Individual Agreement; (iii) these Terms.\",\"s2-heading\":\"2. Definitions\",\"s2-items\":[{\"label\":\"Platform\",\"desc\":\"— the Crowdee software-as-a-service offering for AI-assisted and crowd-assisted content verification, including the verification pipelines, dashboards, dossier exports, and APIs made available to the Customer.\"},{\"label\":\"Content Verification Service\",\"desc\":\"— the free, web-based demo accessible at\"},{\"label\":\"Crowdsourcing Service\",\"desc\":\"— the human-in-the-loop verification, annotation, and judgement service provided through Crowdee’s crowd of workers and survey templates.\"},{\"label\":\"Crowd Worker\",\"desc\":\"— a natural person who registers with Crowdee to perform Crowd Tasks for remuneration through the worker-facing interfaces.\"},{\"label\":\"Crowd Task\",\"desc\":\"— a unit of verification, annotation, or judgement work created by a Customer either directly through the Platform or automatically generated by a Verification Pipeline, and distributed to Crowd Workers for completion.\"},{\"label\":\"Verification Pipeline\",\"desc\":\"— an automated workflow within the Platform that processes Customer Content through AI-assisted steps and may, depending on configuration, automatically generate Crowd Tasks for human review.\"},{\"label\":\"Nova\",\"desc\":\"— the embedded chat assistant available on the Website.\"},{\"label\":\"Demo\",\"desc\":\"— a scheduled product demonstration that may be booked through the embedded Calendly widget at\"},{\"label\":\"Customer Content\",\"desc\":\"— any data, files, images, audio, video, text, prompts, metadata, or other materials submitted by or on behalf of the Customer to the Services for processing.\"},{\"label\":\"Output\",\"desc\":\"— the verdicts, confidence scores, supporting indicators, extracted entities, transcripts, dossiers, reports, and other results generated by the Services in response to Customer Content.\"},{\"label\":\"User\",\"desc\":\"— a natural person authorised by the Customer to access the Platform under a Customer account.\"}],\"s2-content-verif-suffix\":\"that lets a visitor submit a single image for AI-assisted authenticity analysis subject to fair-use limits.\",\"s2-demo-suffix\":\".\",\"s3-heading\":\"3. Services Provided\",\"s3-p1\":\"Crowdee offers, depending on the Individual Agreement and the chosen subscription or order:\",\"s3-items\":[{\"label\":\"Verification Pipelines:\",\"desc\":\"AI-assisted pipelines covering text, image, audio, video, and multimodal content (e.g. manipulation detection, synthetic media detection, transcription, entity extraction, knowledge-base retrieval, geolocation verification, copy-move forensics, and comparable analyses).\"},{\"label\":\"Crowdsourced Verification:\",\"desc\":\"structured human review of items through survey templates, inter-rater agreement, and quality assurance workflows performed by Crowdee’s crowd of workers. Crowd Tasks may be created directly by the Customer or generated automatically by Verification Pipelines as part of an integrated end-to-e
110nd workflow.\"},{\"label\":\"Dossier Export:\",\"desc\":\"compilation of verdicts, supporting indicators, and audit data into exportable reports for editorial or compliance use.\"},{\"label\":\"Integrations and APIs:\",\"desc\":\"programmatic access to selected pipelines and workflows as described in the Individual Agreement.\"},{\"label\":\"Demo, Nova, Free Tier:\",\"desc\":\"the Demo booking flow, the Nova chat assistant, and the free one-image-per-day Content Verification Service offered through the Website without a paid subscription.\"}],\"s3-p2\":\"The exact scope, available pipelines, response times, quotas, volumes, supported file formats, and Service Levels are defined in the Individual Agreement. Marketing statements on the Website describe features and capabilities in general terms and do not, in themselves, constitute guarantees of specific characteristics (Beschaffenheitsgarantien) within the meaning of § 443 BGB unless expressly designated as such in writing.\",\"s3-p3\":\"Crowdee may engage subcontractors and processors to perform parts of the Services, including third-party AI model providers and infrastructure providers. Crowdee remains responsible for the performance of the Services in accordance with these Terms.\",\"s4-heading\":\"4. Free Content Verification Service\",\"s4-p1\":\"The Content Verification Service is offered free of charge for evaluation and demonstration purposes only. The following terms apply to it in addition to these Terms:\",\"s4-items\":[{\"label\":\"Fair use:\",\"desc\":\"a maximum of one verification per IP address per 24-hour period is permitted by default. Additional per-instance and per-IP rate limits apply and are enforced in-memory.\"},{\"label\":\"Accepted input:\",\"desc\":\"a single image file of up to 10 MB in a supported format (JPEG, PNG, GIF, WebP, BMP, HEIC, AVIF). Files that fail magic-byte validation are rejected.\"},{\"label\":\"No service level:\",\"desc\":\"the free service is provided “as is” and “as available”. Crowdee may modify, suspend, throttle, or discontinue it at any time without notice and without liability.\"},{\"label\":\"No commercial use:\",\"desc\":\"the free service may not be embedded into, resold as part of, or relied upon for commercial offerings. Paid plans and APIs are available for production use under separate Individual Agreement.\"},{\"label\":\"Anti-abuse:\",\"desc\":\"Crowdee may block, throttle, or refuse access to the free service in response to suspected abuse, scripted access, attempts to circumvent the daily-use limit, or reverse engineering.\"}],\"s4-p2\":\"By submitting an image to the Content Verification Service, you represent and warrant that (i) you have all rights necessary to submit the image for analysis as described, (ii) the submission does not infringe any third-party rights, and (iii) the image does not contain unlawful, infringing, or prohibited content as set out in section 9.\",\"s5-heading\":\"5. Nova Chat Assistant\",\"s5-p1\":\"The Nova chat assistant is offered for informational purposes only. Responses are generated automatically and may be incomplete, outdated, or incorrect. Nova does not provide legal, financial, tax, medical, or other professional advice, and no advisory or other contractual relationship is formed by interacting with it.\",\"s5-p2-before\":\"Please do not enter personal data of third parties, special categories of personal data (Art. 9 GDPR), passwords, credentials, payment information, trade secrets, or other confidential information into the chat. Conversations may be reviewed by Crowdee for quality assurance and abuse prevention as described in our\",\"s5-privacy-link\":\"Privacy Policy\",\"s5-p2-after\":\".\",\"s6-heading\":\"6. Demo Booking\",\"s6-p1-before\":\"You may schedule a Demo through the embedded Calendly widget at\",\"s6-p1-after\":\". By booking a Demo you accept Calendly’s terms of service as the operator of the booking widget, and you agree that Crowdee may use the data you provide (name, email, optional company information, scheduling preferences, and any answers to screening questions) to organise and conduct the Demo and for related pre-contractual communication. Demos are non-binding, create no obligation to enter into a paid agreement, and may be rescheduled or cancelled by either party with reasonable notice.\",\"s7-heading\":\"7. Quotes, Conclusion of Contract, and Account Registration\",\"s7-p1\":\"Descriptions of the Services on the Website are invitations to treat (invitatio ad offerendum) and do not constitute binding offers. A paid contract is concluded when Crowdee accepts a signed quote, order form, or statement of work, or when Crowdee otherwise confirms the order in writing (including by email). Unless otherwise stated, quotes are valid for thirty (30) days from the date of issue.\",\"s7-p2\":\"Where access to the Platform requires registration of an account, the Customer is responsible for (i) the accuracy of the registration data, (ii) keeping access credentials confidential and protected against unauthorised use, (iii) authorising and controlling the Users it permits to access the Services, and (iv) all activity that takes place under the Customer’s account. The Customer shall notify Crowdee without undue delay if it becomes aware of any unauthorised use of its account or any other breach of security.\",\"s7-p3\":\"Crowd Workers must register a separate worker account and provide accurate identity and payment information. Crowdee may verify eligibility, request proof of identity or tax status, and refuse or revoke registration where eligibility requirements are not met. Crowd Worker accounts are personal and n
110on-transferable.\",\"s8-heading\":\"8. Customer Obligations and Cooperation Duties\",\"s8-p1\":\"The Customer shall cooperate as reasonably necessary for the performance of the Services. In particular, the Customer shall:\",\"s8-items\":[\"provide accurate and complete information, materials, and Customer Content in a timely manner and in the format reasonably required by Crowdee;\",\"ensure that all Customer Content is lawful and that it has all rights, licences, and permissions necessary to submit the Customer Content for processing by Crowdee, its processors, and the third-party AI model providers identified in our Privacy Policy;\",\"comply with all applicable laws when using the Services, including data protection, intellectual-property, consumer protection, advertising, media, and export-control laws;\",\"maintain its own backups of any material Customer Content and Outputs; the Services are not designed as the Customer’s sole record of any data;\",\"implement and maintain appropriate security on its own systems, including up-to-date browsers, malware protection, and authentication controls;\",\"promptly review Outputs for any obvious errors or omissions and notify Crowdee, in particular before relying on an Output for an editorial publication, regulatory filing, contractual decision, or other consequential purpose.\"],\"s8-p2\":\"Delays, defects, or additional costs caused by missing, late, or incorrect Customer cooperation are not attributable to Crowdee and may justify an extension of agreed timelines and additional remuneration on a time-and-materials basis.\",\"s9-heading\":\"9. Acceptable Use; Prohibited Content and Conduct\",\"s9-p1\":\"The Customer shall not, and shall ensure that its Users do not, use the Services to:\",\"s9-items\":[\"submit c
110ontent that is unlawful, infringing, defamatory, harassing, threatening, abusive, hateful, or violates the rights of any third party;\",\"submit content depicting child sexual abuse, terrorist content, or other content whose creation, possession, or distribution is unlawful;\",\"submit content that infringes intellectual-property rights, trade secrets, personality rights, or rights of publicity;\",\"process personal data through the Services in violation of applicable data protection law, including but not limited to processing special categories of personal data (Art. 9 GDPR) or data relating to criminal convictions and offences (Art. 10 GDPR) without an appropriate lawful basis;\",\"attempt to identify natural persons through the Services in ways that are not permitted by law;\",\"use Outputs to make automated individual decisions producing legal or similarly significant effects on natural persons within the meaning of Art. 22 GDPR without ensuring that the requirements of that provision are met;\",\"use the Services to develop a competing product, to derive a substantially similar service, or to train, evaluate, or benchmark third-party AI models without Crowdee’s prior written consent;\",\"reverse engineer, decompile, disassemble, scrape, crawl, probe, port, or otherwise attempt to extract the source code or non-public components of the Services, except to the extent expressly permitted by mandatory law (e.g. § 69e UrhG);\",\"circumvent or attempt to circumvent rate limits, quotas, authentication, anti-abuse, or content-filtering measures;\",\"introduce malware, transmit unsolicited communications, or interfere with the integrity or performance of the Services or the data of other customers.\"],\"s9-p2\":\"Crowdee may, where lawful and reasonable, suspend or restrict access to the Services in case of suspected breach of this section in order to protect the Services, other customers, third parties, or Crowdee. Crowdee will, where possible, inform the Customer in advance and give it an opportunity to remedy the breach.\",\"s9-p3\":\"The prohibitions in this section apply equally to Crowd Workers in connection with the performance of Crowd Tasks. In addition, Crowd Workers shall not: use automated means, bots, or third-party assistance to complete tasks; share their account credentials or allow another person to perform tasks under their account; submit fraudulent, random, or deliberately inaccurate responses; or disclose task content, Customer Content, or Outputs to any third party.\",\"s10-heading\":\"10. AI-Assisted Outputs — Nature, Accuracy, and Use\",\"s10-p1\":\"The Services use machine-learning models, including third-party models, to generate Outputs. The Customer acknowledges that:\",\"s10-items\":[\"Outputs are probabilistic estimates and may be incomplete, outdated, biased, or incorrect, even where confidence scores are high;\",\"identical or similar inputs may yield different Outputs over time as models are updated;\",\"Outputs are not intended as legal, journalistic, regulatory, medical, or other professional advice and do not, of themselves, constitute a determination of authenticity, manipulation, defamation, copyright infringement, or any other legal fact;\",\"the Customer is solely responsible for reviewing Outputs, applying its own editorial, compliance, and quality controls, and deciding whether and how to act on them, in particular before publication, regulatory submission, or any decision affecting natural persons.\"],\"s10-p2\":\"Statements on the Website indicating that the Platform is “DSA-ready”, “EU AI Act-ready” or comparable describe Crowdee’s product design intentions and documentation capabilities; they do not relieve the Customer of its own regulatory obligations and do not constitute a guarantee that the Customer’s use of the Services will, in itself, satisfy a particular legal or regulatory requirement.\",\"s11-heading\":\"11. Crowdsourcing Service and Crowd Workers\",\"s11a-heading\":\"a) Customer crowdsourcing\",\"s11a-p1\":\"Where the Customer orders the Crowdsourcing Service, the Customer may create Crowd Tasks directly through the Platform or configure Verification Pipelines to generate Crowd Tasks automatically as part of an integrated 
110workflow. Crowdee organises the distribution of tasks to Crowd Workers, the collection of judgements, quality-assurance steps, and the consolidation of results in accordance with the Individual Agreement.\",\"s11a-p2\":\"The Customer is responsible for ensuring that Crowd Tasks are accurate, lawful, and comply with the Acceptable Use rules in section 9 and with applicable labour and human-rights standards. The Customer shall not use Crowd Tasks to circumvent applicable labour, social-security, or tax obligations.\",\"s11a-p3\":\"The Customer shall not contact Crowd Workers directly, attempt to identify or recruit them, or solicit them for work outside the Platform. The Crowd Workers are independent contractors of Crowdee; they are not employees, agents, or representatives of the Customer, and no employment relationship arises between the Customer and any Crowd Worker.\",\"s11a-p4\":\"Crowdee does not guarantee that any specific number of Crowd Workers will be available for a given Crowd Task, nor that a task will be completed within a specific timeframe. As self-employed persons, Crowd Workers decide independently whether to accept and perform a task. Task completion times and participation rates depend on worker supply, task complexity, remuneration, and other factors outside Crowdee’s control.\",\"s11b-heading\":\"b) Crowd Worker status and registration\",\"s11b-p1\":\"Crowd Workers are independent contractors and not employees of Crowdee. No employment relationship is created by registration, task performance, or remuneration. Crowd Workers must be at least 18 years of age (or the age of legal majority in their jurisdiction) and must provide accurate identity, contact, and payment information during registration. Crowdee may verify eligibility, request proof of identity or tax status, and refuse or terminate registration where eligibility requirements are not met or where false information was provided.\",\"s11c-heading\":\"c) Crowd Worker obligations\",\"s11c-p1\":\"Crowd Workers shall perform tasks honestly, accurately, and to the best of their ability. They shall not use automated tools, bots, scripts, artificial-intelligence tools, custom code, browser extensions, or any third-party assistance to complete tasks unless the task instructions explicitly permit such tools. They shall not share their account credentials or allow another person to perform tasks under their account; submit fraudulent, random, or deliberately inaccurate responses; cheat; or disclose task content, Customer Content, or Outputs to any third party. Crowd Workers agree to comply with all applicable laws, including tax and social-security obligations in their jurisdiction arising from remuneration received.\",\"s11d-heading\":\"d) Remuneration\",\"s11d-p1\":\"Crowdee remunerates Crowd Workers for completed and approved tasks at the rates displayed at the time of task acceptance or as otherwise communicated. Remuneration is stated in Euros unless otherwise indicated. Payment is made via the payment method selected by the Crowd Worker in their account settings, subject to any minimum payout threshold and verification requirements. Crowdee withholds payment for tasks that fail quality-assurance checks, violate these Terms, or are suspected of fraud. Crowd Workers are responsible for all taxes, social-security contributions, and regulatory filings arising from their remuneration.\",\"s11e-heading\":\"e) Quality assurance and suspension\",\"s11e-p1\":\"Crowdee performs automated, manual, and artificial-intelligence-based quality-assurance checks on task submissions, including inter-rater agreement, consistency scoring, behavioural-pattern analysis, and spot audits. Crowdee may reject submissions, withhold or withdraw remuneration and rewards, suspend or permanently terminate a Crowd Worker’s account, and withhold future task access where quality standards are not met, where these Terms are breached, where cheating is detected, or where fraudulent activity is suspected. Use of unauthorised automation, scripts, AI tools, custom code, or browser extensions (unless explicitly permitted by the task instructions) constitutes grounds for immediate withdrawal of all accrued funds and rewards and permanent closure and ban of the offending account. Crowdee will, where possible, inform the Crowd Worker of the reason for suspension and give them an opportunity to respond before a permanent termination decision.\",\"s11f-heading\":\"f) Worker submissions, data, and intellectual property\",\"s11f-p1\":\"By submitting a Crowd Task response, a Crowd Worker grants Crowdee a non-exclusive, worldwide, royalty-free licence to use, edit, display, process, reproduce, and distribute the submission and any associated metadata (including but not limited to timing data, behavioural signals, device information, and demographic data) for the purposes of (i) providing the Crowdsourcing Service, (ii) quality assurance and fraud prevention, (iii) compiling aggregated results for the Customer who commissioned the task, and (iv) improving the Services. Crowdee may transfer Worker submissions and associated metadata to the Customer who commissioned the relevant Crowd Task. The Customer is contractually bound to use such data only for the purposes for which the Crowd Task was commissioned and in accordance with applicable law.\",\"s11f-p2\":\"Crowd Workers retain ownership of any original intellectual property they create in the course of performing a task, subject to the licence granted to Crowdee above. Crowdee does not claim ownership of Worker-created original works; however, Crowdee and its Customers require the licence described above in order to operate the Crowdsourcing Service and deliver results.\",\"s12-heading\":\"12. Prices, Billing, Payment, and Taxes\",\"s12-p1\":\"Prices are stated in the applicable Individual Agreement, quote, or price list. Crowdee offers, depending on the Service, pay-as-you-go credits, fixed-fee managed campaigns, or other commercial models as described 
110in the relevant order document. Crowd-worker labour is invoiced at the rates set out in the Individual Agreement.\",\"s12-p2\":\"Unless otherwise agreed in writing:\",\"s12-items\":[\"all prices are net amounts and exclusive of statutory value-added tax (Umsatzsteuer), which is added at the applicable rate;\",\"invoices are payable within thirty (30) days of the invoice date without deduction, by bank transfer or other payment method offered by Crowdee;\",\"the Customer falls into default in accordance with § 286 BGB; from default onwards Crowdee may charge statutory default interest pursuant to § 288 BGB as well as reasonable costs of legal recovery;\",\"the Customer may only set off claims that are undisputed or have been finally adjudicated, and may only assert a right of retention based on counter-claims arising from the same contractual relationship;\",\"Crowdee may suspend the provision of paid Services if the Customer is in material payment default and fails to cure the default within a reasonable additional period.\"],\"s12-p3\":\"Crowdee may adjust prices for ongoing subscriptions with at least three (3) months’ prior written notice, with effect from the beginning of the next renewal term. If the price increase exceeds the change in the harmonised index of consumer prices for Germany since the last adjustment, the Customer may terminate the affected Service for good cause with effect from the date the price change would take effect.\",\"s12-p4\":\"Crowd Worker remuneration is governed by the rates and conditions set out in the worker account dashboard and in any supplementary worker terms. Crowdee may change remuneration rates, minimum payout thresholds, or payment schedules with reasonable notice; continued task performance after such notice constitutes acceptance.\",\"s13-heading\":\"13. Intellectual Property and Licences\",\"s13-items\":[{\"label\":\"Crowdee IP.\",\"desc\":\"Crowdee and its licensors retain all rights, title, and interest in and to the Services, including the Platform, the verification pipelines, the underlying models and prompts (excluding third-party foundation models, which are licensed by their respective providers), the Website, the documentation, and all related trademarks, know-how, and improvements. No rights are transferred to the Customer except for the limited rights of use granted in these Terms or in an Individual Agreement.\"},{\"label\":\"Right to use the Platform.\",\"desc\":\"Subject to compliance with these Terms and payment of the agreed fees, Crowdee grants the Customer a non-exclusive, non-transferable, non-sublicensable, time-limited (for the term of the Individual Agreement) right to access and use the Services in object-code form and via the agreed interfaces, within the agreed scope, and for the Customer’s internal business purposes.\"},{\"label\":\"Customer Content licence.\",\"desc\":\"The Customer retains all rights, title, and interest in and to its Customer Content. The Customer grants Crowdee a non-exclusive, worldwide, royalty-free, sub-licensable (to Crowdee’s processors and third-party model providers) right to host, copy, transmit, display, modify (only to the extent technically necessary, e.g. resizing, format conversion), and otherwise process the Customer Content solely for the purposes of (i) providing the Services to the Customer, (ii) preventing abuse and ensuring security, and (iii) complying with applicable law.\"},{\"label\":\"No training on Customer Content.\",\"desc\":\"Crowdee does not use Customer Content or Outputs to train its own foundation models, and Crowdee contractually requires the third-party AI model providers it engages not to use Customer Content or Outputs to train their foundation models.\"},{\"label\":\"Outputs.\",\"desc\":\"Subject to payment of the agreed fees and to Crowdee’s and its licensors’ underlying rights in the models, software, and datasets used to produce them, Crowdee assigns to the Customer the rights of use in the Outputs needed for the Customer’s internal business purposes and for the publications, dossiers, and decisions for which they were commissioned. The Customer is aware that Outputs are generated automatically and may not be protected by copyright in their own right; identical or similar Outputs may be produced for other customers, and Crowdee makes no representation of exclusivity.\"},{\"label\":\"Feedback.\",\"desc\":\"If the Customer voluntarily provides feedback, suggestions, or proposals regarding the Services, Crowdee may use that feedback without restriction or compensation to improve the Services. No Customer Content is shared with other customers as a result.\"},{\"label\":\"Aggregated and anonymised data.\",\"desc\":\"Crowdee may generate aggregated, de-identified statistical information about the use of the Services (e.g. processing volumes, latency, error rates) and use it for the operation, security, billing, analytics, and improvement of the Services, provided that such information neither identifies the Customer nor any natural person.\"}
110],\"s14-heading\":\"14. Data Protection and Confidentiality\",\"s14-p1-before\":\"Crowdee processes personal data in accordance with applicable data protection law. The processing of personal data of Website visitors, contact-form submitters, demo-bookers, free-tier users of the Content Verification Service, registered platform users, paying customers, and Crowd Workers is described in our\",\"s14-privacy-link\":\"Privacy Policy\",\"s14-p1-after\":\". Where Crowdee processes personal data on behalf of the Customer as a processor within the meaning of Art. 28 GDPR (e.g. when Customer Content contains personal data), the parties shall conclude a separate data-processing agreement that applies in addition to these Terms.\",\"s14-p2\":\"Each party shall keep confidential all non-public information disclosed to it by the other party that is marked as confidential or that a reasonable recipient would understand to be confidential (“Confidential Information”), and shall use it only for the purposes of performing under these Terms or an Individual Agreement. Confidential Information does not include information that (i) is or becomes publicly known without breach, (ii) was lawfully known to the recipient before disclosure, (iii) is independently developed without use of the other party’s Confidential Information, or (iv) is rightfully received from a third party without a duty of confidentiality. Mandatory disclosure to authorities or courts remains unaffected; the affected party shall inform the other party where lawfully possible.\",\"s15-heading\":\"15. Third-Party Services and Sub-processors\",\"s15-p1-before\":\"Crowdee uses third-party providers to deliver parts of the Services, including infrastructure providers, the Calendly demo booking widget, the self-hosted Matomo analytics tool, and third-party AI model providers. A current description of these providers, including the legal bases for data transfers, is set out in our\",\"s15-privacy-link\":\"Privacy Policy\",\"s15-p1-after\":\".\",\"s15-p2\":\"The Customer agrees that Crowdee may add, replace, or remove sub-processors and third-party providers in the ordinary course of business, provided that the protection of Customer Content remains at least at the level required by these Terms and by applicable data protection law. Where Crowdee acts as a processor for the Customer, the change-management procedure of the applicable data-processing agreement takes precedence.\",\"s16-heading\":\"16. Availability, Maintenance, and Support\",\"s16-p1\":\"Crowdee uses commercially reasonable efforts to keep the paid Platform available around the clock, subject to planned maintenance windows and to events of force majeure. Specific availability commitments (Service Level Agreements), planned maintenance windows, response and resolution times, and support channels, where agreed, are set out in the Individual Agreement. In the absence of an express written Service Level Agreement, no specific availability percentage is owed.\",\"s16-p2\":\"The Website, the Demo, the Nova chat assistant, and the free Content Verification Service are offered without any availability or response-time commitment. Crowdee may carry out maintenance, updates, configuration changes, and model updates at any time and without notice, including changes that affect the behaviour or output of verification pipelines.\",\"s16-p3-before\":\"Support requests for paid Services may be submitted through the channels described at\",\"s16-p3-mid\":\"or via the ticket portal at\",\"s16-p3-after\":\", in each case subject to the terms of the Individual Agreement.\",\"s17-heading\":\"17. Warranty (Gewährleistung)\",\"s17-p1\":\"Crowdee warrants that the paid Services will substantially conform to the descriptions and Service Levels set out in the applicable Individual Agreement for the duration of the Individual Agreement. The legal nature of the Services is generally a contract for the rental of software-as-a-service (§§ 535 ff. BGB) or, for project-based and one-off deliverables, a contract for work and services (§§ 631 ff. BGB), depending on what has been agreed.\",\"s17-p2\":\"Crowdee does not warrant that the Services will be uninterrupted, error-free, or free from security vulnerabilities, that defects will be corrected within a particular time, or that any specific verification verdict, confidence score, or other Output will be accurate, complete, or fit for the Customer’s intended use. Strict liability under § 536a (1) BGB for defects existing at the time of contract conclusion is excluded to the extent permitted by law; the limitations in section 18 apply.\",\"s17-p3\":\"The Customer shall notify Crowdee of defects without undue delay after they become apparent, providing such information as is reasonably necessary for Crowdee to reproduce and remedy them.\",\"s18-heading\":\"18. Limitation of Liability\",\"s18-p1\":\"Crowdee shall be liable without limitation:\",\"s18-items\":[\"for damages arising from injury to life, body, or health;\",\"for damages caused by intent or gross negligence;\",\"for damages arising from a guarantee expressly given as such (Beschaffenheitsgarantie) by Crowdee;\",\"under the German Product Liability Act (Produkthaftungsgesetz);\",\"for any other case in which mandatory law imposes liability without limitation.\"],\"s18-p2\":\"In the case of slight negligence, Crowdee shall be liable only for the breach of an essential contractual obligation (Kardinalpflicht) — i.e. an obligation the fulfilment of which makes the proper performance of the contract possible in the first place and on whose observance the Customer regularly relies and may rely. In that case, liability is limited to the damages typical for this type of contract and reasonably foreseeable at the time the contract was concluded.\",\"s18-p3\":\"In all other cases of slight negligence, Crowdee’s liability is excluded.\",\"s18-p4\":\"Where Crowdee’s liability is limited in accordance with this section, the aggregate liability of Crowdee for all damages and reimbursements arising under or in connection with the Individual Agreement during a contract year is in any case limited to the fees paid by the Customer under the affected Individual Agreement during the twelve (12) months immediately preceding the event giving rise to the claim. For the free Content Verification Service, the Nova chat assistant, the Demo booking, and any other free-of-charge offering, Crowdee’s liability is, subject to the cases of unlimited liability listed above, limited to intent and gross negligence.\",\"s18-p5\":\"To the extent permitted by law, Crowdee shall not be liable for (i) any loss or c
110orruption of Customer Content, Outputs, or other data where the Customer has failed to maintain its own backups in accordance with section 8, (ii) any indirect or consequential damage, loss of profit, loss of revenue, loss of goodwill, loss of expected savings, or loss of business opportunities, or (iii) any damage arising from the Customer’s decision to act, or to refrain from acting, on the basis of an Output.\",\"s18-p6\":\"The limitation period for claims for damages, with the exception of claims based on intent and the cases listed in points (1), (3), and (4) of the unlimited-liability list above, is twelve (12) months from the statutory commencement date.\",\"s18-p7\":\"The above limitations apply correspondingly in favour of Crowdee’s organs, employees, agents, and vicarious agents (Erfüllungsgehilfen).\",\"s19-heading\":\"19. Indemnification\",\"s19-p1\":\"The Customer shall indemnify and hold Crowdee harmless from and against all third-party claims, including reasonable legal and investigation costs, arising out of (i) Customer Content, (ii) the Customer’s or its Users’ use of the Services in breach of these Terms, or (iii) the Customer’s breach of applicable law in connection with the Services. The Customer’s indemnification obligation is conditional upon Crowdee informing the Customer of the claim without undue delay, not making any admission of liability without the Customer’s consent, and giving the Customer reasonable opportunity to defend the claim, without prejudice to Crowdee’s mandatory rights and duties.\",\"s20-heading\":\"20. Term, Renewal, and Termination\",\"s20-p1\":\"The term of paid Services and the rules for renewal, ordinary termination, and termination notice periods are set out in the Individual Agreement. Unless otherwise agreed, subscription terms automatically renew for successive periods of equal length unless either party terminates by giving notice no later than three (3) months before the end of the then-current term.\",\"s20-p2\":\"Each party may terminate the contract for good cause without observing a notice period (außerordentliche Kündigung aus wichtigem Grund) in accordance with § 314 BGB. Good cause exists in particular if the other party materially breaches these Terms, the Individual Agreement, or applicable law and fails to cure the breach within a reasonable period after written notice, or if insolvency proceedings have been initiated against the other party. Any termination must be in 
110writing (email is sufficient).\",\"s20-p3\":\"Upon termination of the Services, the Customer’s right of access ceases. Crowdee will, on the Customer’s written request made within thirty (30) days of termination, make Customer Content available for export in a commonly used format, after which Crowdee may delete Customer Content from production systems in accordance with its standard deletion procedures, subject to statutory retention obligations and backup cycles.\",\"s20-p4\":\"Crowd Worker accounts may be suspended or terminated by Crowdee in accordance with section 11(e). A Crowd Worker may terminate their account at any time by written notice (email is sufficient). Upon termination, any accrued but unpaid remuneration that has passed quality assurance and meets the minimum payout threshold will be paid out in accordance with the standard payment cycle, subject to statutory retention obligations and fraud investigations.\",\"s21-heading\":\"21. Changes to the Services and to these Terms\",\"s21-p1\":\"Crowdee may modify the Services from time to time in order to reflect technical developments, security needs, regulatory changes, or to add and improve features. Modifications that do not materially reduce the agreed scope or quality of the Services may be made at any time. Material modifications to the agreed scope of paid Services will be communicated to the Customer with reasonable notice; if such a modification is unreasonable for the Customer, the Customer may terminate the affected Service for good cause with effect from the date the modification would take effect.\",\"s21-p2\":\"Crowdee may amend these Terms by giving the Customer at least six (6) weeks’ advance written notice (including by email). The amendment shall be deemed accepted if the Customer does not object in writing within that period and Crowdee has pointed out this consequence in the notice. If the Customer objects within the period, Crowdee may terminate the contract with effect from the date the amendment would take effect. Changes to the essential rights and obligations of the parties, in particular to the scope of the Services and to fees, require the express agreement of the Customer.\",\"s22-heading\":\"22. Force Majeure\",\"s22-p1\":\"Neither party is in breach of these Terms or an Individual Agreement to the extent that performance is prevented or delayed by circumstances beyond its reasonable control, including but not limited to natural disasters, pandemics, war, terrorism, riots, strikes, lawful labour disputes, governmental actions, failures of public communications networks, large-scale failures of upstream cloud or AI-model providers, or cyber-attacks not attributable to insufficient security on the affected party’s side. The affected party shall inform the other party without undue delay of the nature and expected duration of the event and shall use commercially reasonable efforts to resume performance.\",\"s23-heading\":\"23. Assignment\",\"s23-p1\":\"The Customer may not assign or transfer any rights or obligations under these Terms or an Individual Agreement to a third party without Crowdee’s prior written consent, which shall not be unreasonably withheld. Crowdee may assign or transfer its rights and obligations to an affiliate or in connection with a merger, restructuring, or sale of all or substantially all of the assets to which the contract relates.\",\"s24-heading\":\"24. Form Requirements and Notices\",\"s24-p1\":\"Notices and declarations under these Terms must be in 
110writing (Schriftform). Text form (Textform) within the meaning of § 126b BGB, including email, is sufficient unless these Terms or mandatory law require a higher form. This requirement also applies to any amendment of this form clause.\",\"s25-heading\":\"25. Governing Law and Jurisdiction\",\"s25-p1\":\"These Terms and any non-contractual obligations arising out of or in connection with them are governed by the laws of the Federal Republic of Germany, to the exclusion of the conflict of laws rules and of the United Nations Convention on Contracts for the International Sale of Goods (CISG). Mandatory consumer protection rules of the country of the Customer’s habitual residence remain unaffected for Customers who are consumers within the meaning of § 13 BGB.\",\"s25-p2\":\"Insofar as the Customer is a merchant (Kaufmann), a legal entity under public law, or a special fund under public law, or has no general place of jurisdiction in Germany, the exclusive place of jurisdiction for all disputes arising out of or in connection with the contractual relationship is Berlin, Germany. Crowdee retains the right to bring proceedings at the Customer’s general place of jurisdiction.\",\"s26-heading\":\"26. Consumer Dispute Resolution\",\"s26-p1-before\":\"The European Commission provides a platform for online dispute resolution at\",\"s26-p1-after\":\". Crowdee is neither obliged nor willing to participate in dispute resolution proceedings before a consumer arbitration body within the meaning of the German Consumer Dispute Resolution Act (Verbraucherstreitbeilegungsgesetz, VSBG).\",\"s27-heading\":\"27. Severability\",\"s27-p1\":\"Should any provision of these Terms or of an Individual Agreement be or become invalid, unenforceable, or contain a gap, the validity of the remaining provisions shall remain unaffected. The invalid or unenforceable provision shall be replaced, and any gap filled, by a valid and enforceable provision that, in legal and economic terms, comes as close as possible to what the parties intended, or would have intended in light of the purpose of these Terms, had they considered the point.\"},\"subprocessors\":{\"title\":\"Data Subprocessors\",\"subtitle\":\"Entities that process personal data on our behalf under Art. 28 GDPR.\",\"version\":\"Version: 18 May 2026\",\"intro-p1\":\"Crowdee GmbH (“Crowdee”, “we”, “us”) uses the third parties listed below to process personal data on our behalf. This list is kept current and covers only those processors that handle data relating to our customers, prospects, or platform users. Tools used exclusively for internal HR or employee administration (e.g. absence.io, TGP Steuerberatung) are not included here; they are covered under our internal data inventory.\",\"intro-p2-before\":\"Our regional hosting and automation backend are operated by Crowdee on infrastructure that we control directly. The details in our\",\"intro-p2-link\":\"Privacy Policy\",\"intro-p2-after\":\"explain which services run on our own servers and which are handled by the processors below.\",\"table-heading\":\"Current Subprocessors\",\"col-name\":\"Subprocessor\",\"col-function\":\"Function\",\"col-location\":\"Location\",\"col-safeguards\":\"Transfer Safeguards\",\"col-relationship\":\"Relationship\",\"items\":[{\"name\":\"netcup GmbH\",\"function\":\"Primary hosting infrastructure for the Crowdee platform and website\",\"location\":\"Germany (EU)\",\"safeguards\":\"EU-based — no transfer mechanism required\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://www.netcup.de\"},{\"name\":\"Amazon Web Services (AWS)\",\"function\":\"Backup storage, static asset hosting, and compute for select workloads\",\"location\":\"EU (Frankfurt)\",\"safeguards\":\"EU-based — no transfer mechanism required\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://aws.amazon.com\"},{\"name\":\"Brevo (ex. Sendinblue)\",\"function\":\"Email marketing, transactional emails, and CRM email automation\",\"location\":\"France (EU)\",\"safeguards\":\"EU-based — no transfer mechanism required\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://www.brevo.com\"},{\"name\":\"Calendly LLC\",\"function\":\"Meeting scheduling and calendar integration for sales calls and demos\",\"location\":\"USA\",\"safeguards\":\"EU-US Data Privacy Framework + Standard Contractual Clauses (Art. 46 GDPR)\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://calendly.com\"},{\"name\":\"Zoom Video Communications\",\"function\":\"Video conferencing for sales calls, team meetings, and customer demos\",\"location\":\"USA\",\"safeguards\":\"Standard Contractual Clauses (Art. 46 GDPR)\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://zoom.us\"},{\"name\":\"OpenRouter AI Inc.\",\"function\":\"LLM routing API for dynamic model selection in chatbot and verification pipelines\",\"location\":\"USA\",\"safeguards\":\"Standard Contractual Clauses (Art. 46 GDPR)\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://openrouter.ai\"},{\"name\":\"Anthropic PBC\",\"function\":\"LLM provider for AI chatbot, content verification, and demo features (Claude models)\",\"location\":\"USA\",\"safeguards\":\"Standard Contractual Clauses (Art. 46 GDPR)\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://www.anthropic.com\"},{\"name\":\"OpenAI Inc.\",\"function\":\"LLM provider for AI chatbot, content verification, and demo features (GPT models)\",\"location\":\"USA\",\"safeguards\":\"Standard Contractual Clauses (Art. 46 GDPR)\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://openai.com\"},{\"name\":\"Haufe-Lexware GmbH \u0026 Co. KG\",\"function\":\"Accounting, invoicing, and offer-document generation; contains auto-generated vendor/supplier CRM\",\"location\":\"Germany (EU)\",\"safeguards\":\"EU-based — no transfer mechanism required\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://www.lexware.de\"},{\"name\":\"PayPal\",\"function\":\"Payment service provider for online customer payments\",\"location\":\"Multiple / Global (Luxembourg EU headquarters)\",\"safeguards\":\"Standard Contractual Clauses (Art. 46 GDPR); EU-US DPF where applicable\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://www.paypal.com\"},{\"name\":\"Deutsche Bank AG\",\"function\":\"Banking partner for wire transfers and business banking\",\"location\":\"Germany (EU)\",\"safeguards\":\"EU-based — no transfer mechanism required\",\"relationship\":\"Independent Controller\",\"website\":\"https://www.deutsche-bank.de\"},{\"name\":\"Prolific\",\"function\":\"Crowdsourcing platform for recruiting research participants and crowd workers\",\"location\":\"United Kingdom (EEA + adequacy decision)\",\"safeguards\":\"UK adequacy decision + Standard Contractual Clauses as fallback\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://www.prolific.com\"},{\"name\":\"Clickworker GmbH\",\"function\":\"Crowdsourcing platform for microtasks and data enrichment / labeling\",\"location\":\"Germany (EU)\",\"safeguards\":\"EU-based — no transfer mechanism required\",\"relationship\":\"Processor (Art. 28 GDPR)\",\"website\":\"https://www.clickworker.com\"}],\"legend-heading\":\"How to read this list\",\"legend-items\":[{\"label\":\"Processor (Art. 28):\",\"desc\":\"The entity processes personal data on Crowdee’s instructions under a written Data Processing Agreement (DPA).\"},{\"label\":\"Independent Controller:\",\"desc\":\"The entity processes data under its own legal obligations (e.g., banks under payment-services law). It is not acting on our instructions, but we disclose it for transparency.\"},{\"label\":\"EU-based / No transfer mechanism:\",\"desc\":\"The processor operates within the EU/EEA where the GDPR applies directly; no adequacy decision, SCCs, or BCRs are required for the transfer.\"}],\"changes-heading\":\"Changes and notification\",\"changes-p-before\":\"We review and update this list at least once per year, and whenever we add or remove a subprocessor. We will notify subscribed enterprise customers of material changes in advance. If you have questions about this list, please contact us at\",\"changes-p-after\":\".\"},\"projects\":{\"heading\":\"Research Projects\",\"description\":\"Crowdee is active in publicly funded research. 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110polygraph.com\",\"website\":\"https://news-polygraph.com\",\"consortium\":\"The Consortium\",\"metadata-title\":\"News Polygraph Project | Crowdee\",\"metadata-description\":\"Crowdee is a partner in the News Polygraph project, developing AI-based solutions to identify and counter disinformation.\",\"og-title\":\"News Polygraph Project | Crowdee\",\"og-description\":\"Crowdee is a project partner in News Polygraph, an AI-based initiative to combat disinformation in digital media.\"},\"aladan\":{\"title\":\"ALADAN\",\"summary\":\"AI framework for secure, explainable, and domain-specific language technologies in the defense sector\",\"paragraph-1\":\"ALADAN is a European joint research project dedicated to developing an innovative language framework based on artificial intelligence. 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