1import{an as e}from"./vendor-icons-CK8CZnVS.js";import{r as t}from"./vendor-motion-BWOqN5Ab.js";import{A as n,C as r,L as i,k as a}from"./index-6yUx36HU.js";var o=t(),s={ai:[`enterprise-ai-roadmap-guide`,`rag-architecture-production-lessons`,`llm-fine-tuning-enterprise`,`why-enterprise-ai-projects-fail`,`enterprise-ai-development-cost-2026`],development:[`fix-vibe-coded-platform`,`software-platform-rescue-vs-rebuild`,`digital-transformation-legacy-systems`,`test-debt-ai-assisted-codebases-2026`],devops:[`platform-engineering-enterprise-guide`,`devops-ci-cd-machine-learning`,`kubernetes-ml-workloads-guide`,`gpu-finops-enterprise-ai-infrastructure-spend`],cybersecurity:[`ai-cybersecurity-enterprise-guide`,`software-supply-chain-security-enterprise`,`red-teaming-enterprise-llm-applications`,`post-quantum-cryptography-enterprise-migration-2026`],blockchain:[`enterprise-blockchain-what-works-2026`,`mpc-wallets-enterprise-custody-guide`,`enterprise-stablecoin-payment-rails-2026`,`building-quantum-secure-wallets`],services:[`enterprise-ai-roadmap-guide`,`software-platform-rescue-vs-rebuild`,`platform-engineering-enterprise-guide`,`managed-services-vs-project-based`],managed:[`managed-services-vs-project-based`,`fractional-cto-vs-full-time-cto`,`platform-engineering-enterprise-guide`]},c=({hub:e})=>{let t=(s[e]??[]).map(e=>r(e)).filter(e=>!!e);return t.length===0?null:(0,o.jsx)(`section`,{className:`border-t border-border py-16`,"aria-labelledby":`from-blog-${e}`,children:(0,o.jsxs)(`div`,{className:`container mx-auto px-4 lg:px-8`,children:[(0,o.jsx)(`h2`,{id:`from-blog-${e}`,className:`text-2xl lg:text-3xl font-bold text-foreground mb-8`,children:`From the blog`}),(0,o.jsx)(`ul`,{className:`grid gap-6 sm:grid-cols-2 lg:grid-cols-3`,children:t.map(e=>(0,o.jsx)(`li`,{children:(0,o.jsxs)(n,{to:`/blog/${e.slug}`,className:`block h-full rounded-lg border border-border bg-card p-6 transition-colors hover:border-primary`,children:[(0,o.jsx)(`span`,{className:`text-xs font-medium uppercase tracking-wider text-primary`,children:e.category}),(0,o.jsx)(`span`,{className:`mt-2 block text-lg font-semibold text-foreground`,children:e.title}),(0,o.jsx)(`span`,{className:`mt-2 block text-sm text-muted-foreground`,children:e.readTime})]})},e.slug))})]})})},l=[{title:`Project`,body:`A defined outcome with a clear end: a new platform, a migration, an audit or a rescue. We start with paid scoping so the estimate is grounded in your real code and infrastructure, then bill weekly on actual hours worked.`},{title:`Team extension`,body:`One or more senior engineers join your team, work in your repositories and rituals, and take ownership of a slice of the roadmap. You can scale up, scale down or stop at any point, with no long notice periods.`},{title:`Managed service`,body:`We run and evolve the platform for you week by week: monitoring, patching, incident response and continuous improvement, with a named senior engineer who knows your system.`}],u=[{title:`1. Free 30-minute call`,body:`You talk to a senior engineer, not a salesperson. We ask about the platform, the stakes and the deadline, and tell you honestly whether we are the right fit.`},{title:`2. Paid scoping`,body:`An Architecture Assessment or Code Audit produces a written diagnosis, a prioritised plan and a realistic time and cost range. We don't do free estimates because they reward over-promising.`},{title:`3. Delivery`,body:`The engineers who scoped the work build it. You get weekly billing on actual hours, a weekly summary of what was done, and code in your own Git organisation from day one.`},{title:`4. Handover or ongoing support`,body:`Every engagement ends with documentation, runbooks and a recorded walkthrough. If you want us to stay on, we move to team extension or a managed service.`}],d={"/ai-machine-learning":{intro:[`Scalexa is an AI and machine learning consultancy for CTOs and founders whose platforms can't afford to get AI wrong. If you are being asked to put a large language model in front of customers, automate a process that touches money or regulated data, or turn a promising prototype into something your operations team can rely on, this page is for you.`,`The problem is rarely the model. It is the data feeding it, the evaluation that should catch its mistakes, the infrastru
1cture that serves it at a sensible cost, and the people who will be paged when it misbehaves. Most AI projects stall in the gap between a convincing demo and a production system.`,`We close that gap with senior engineers only. Everyone on your project has 25+ years of engineering experience shipping software, and the engineer on the first call is the engineer writing the code. No juniors, no learning on your budget.`],whatWeDoIntro:`We cover the full path from idea to monitored production system. Most engagements combine two or three of these.`,whatWeDo:[{title:`LLM applications and retrieval-augmented generation (RAG)`,body:`We build assistants, search and document workflows on top of commercial and open models, grounded in your own data with retrieval. We design the chunking, indexing and prompt layer so answers are traceable to sources, and we put guardrails around anything a customer sees.`},{title:`MLOps and production deployment`,body:`We take models out of notebooks and into versioned, monitored services with experiment tracking, a model registry and repeatable pipelines. Every training run is reproducible, every deployment can be rolled back, and drift is caught by alerts rather than by customers.`},{title:`Computer vision`,body:`We build detection, tracking and document-reading systems that run on real-world images and video, not curated samples. Our work includes aerial roof-damage detection for NavGen and object tracking and blurring for law-enforcement video.`},{title:`AI automation of business processes`,body:`We automate high-volume, error-prone work such as invoice reconciliation, candidate data intake and customer sentiment monitoring. The goal is fewer manual hours with a clear audit trail, not a black box your team has to babysit.`},{title:`Model evaluation and independent audit`,body:`Before you trust a model, someone should try to break it. We design evaluation sets, measure accuracy against the cases that matter to your business, and provide independent technical audits, as we did for QOVES's NLP ingredient-classification system.`},{title:`AI strategy and roadmaps`,body:`For leadership teams deciding where AI should and shouldn't go, we produce a grounded roadmap: which use cases are worth building, what data is missing, what it will cost to run, and what to do first. It is written by engineers who will be accountable for delivering it.`}],howWeWork:[`Most AI engagements start with a paid Architecture Assessment so we can see your data and systems before anyone commits to a budget. From there, a proof of concept typically takes 2â4 weeks and a production MVP with monitoring 8â12 weeks, depending heavily on how ready your data is.`,`We are model-agnostic. We will recommend a hosted API, an open model or a smaller fine-tuned model based on accuracy, cost per request and where your data is allowed to go, and we will tell you when a simpler rules-based approach is the better answer.`]},"/development":{intro:[`Scalexa provides custom software development for CTOs and founders running platforms where downtime, data loss or a failed launch carries real commercial cost. We build new products, take over struggling codebases and modernise ageing systems that the business still depends on.`,`The usual problem isn't a lack of developers. It is architecture decisions made in a hurry, code that only one person understands, AI-generated features nobody reviewed, and estimates that were never grounded in the real system. Adding more junior capacity to that situation makes it worse.`,`We only put senior engineers on your project, each with 25+ years of engineering experience. They scope the work, write the code and stay accountable for it, so you are not paying for anyone's learning curve.`],whatWeDoIntro:`Our development work spans the whole stack. These are the engagements we are asked for most often.`,whatWeDo:[{title:`New platform and product builds`,body:`We design and build web platforms, APIs and back-office systems from first commit to production. Full Color Games' online gaming platform and CliqScale.R, a cloud CFD simulation platform for scientists, are examples of complete builds we delivered.`},{title:`Platform rescue and takeovers`,body:`When a project built by another team, an offshore vendor or an AI coding tool is failing, we start with a Code Audit and give you a straight answer on whether to refactor or rebuild. We then stabilise the platform before adding features.`},{title:`Full-stack web and mobile development`,body:`We work across TypeScript, React and Next.js on the front end and Node.js or Python on the back end, with mobile delivery where it is needed. We took over and continued development of the Know Your Lemons health app and website.`},{title:`API and integration engineering`,body:`We design APIs and connect the systems your business already runs on, including payment providers, CRMs, data warehouses and identity platforms. Integrations are documented, tested and monitored so a third-party change doesn't silently break your product.`},{title:`Legacy modernisation`,body:`We move critical systems off unsupported frameworks and infrastru
1cture in stages, keeping the business running throughout. Each step is reversible, and nothing is switched off until the replacement has proven itself in production.`}],howWeWork:[`Development projects start with paid scoping: an Architecture Assessment for new builds or a Code Audit for existing codebases. That gives you a written plan and a realistic range before you commit to the build.`,`We are stack-agnostic and choose what fits the problem and your team's ability to maintain it. Source code lives in your Git organisation from day one, and every project ends with documentation, a recorded walkthrough and 30 days of post-handover support.`]},"/devops":{intro:[`Scalexa is a DevOps and cloud engineering consultancy for CTOs and founders whose platforms have outgrown the infrastructure they were launched on. If releases are risky, costs keep rising, environments drift apart or the only person who understands production is about to leave, we can help.`,`The underlying problem is usually infrastructure built by hand under pressure: no infrastructure as code, fragile pipelines, missing monitoring and little separation between environments. It works until a traffic spike, a security review or an outage proves it doesn't.`,`Our DevOps work is done by senior engineers only, each with 25+ years of engineering experience running production systems. We have rebuilt failing environments, migrated live platforms between clouds and kept high-traffic sites online, and we bring the same standards to your platform.`],whatWeDoIntro:`We cover the full operational lifecycle, from first pipeline to on-call support.`,whatWeDo:[{title:`Cloud architecture and migration`,body:`We design and migrate platforms on AWS, Azure and Google Cloud, including moves off other hosting providers. We migrated NeuroGym's high-traffic WordPress platform from DigitalOcean to AWS with autoscaling, and delivered Smart Grid Solutions' RDS database migration.`},{title:`CI/CD pipelines`,body:`We build pipelines that test, scan and deploy every change automatically, with approvals where your risk profile needs them. For Microsoft's Nuance Dragon licensing system we delivered Azure DevOps pipelines alongside the wider infrastructure work.`},{title:`Infrastructure as code`,body:`Terraform is our standard. Every environment is defined in version-controlled code, reviewed like application code and reproducible on demand, so staging matches production and disaster recovery is a tested procedure, not a hope.`},{title:`Platform rescue and stabilisation`,body:`When infrastructure is actively failing, we stabilise first and redesign second. We rescued Be-IQ from a failing EKS setup by rebuilding their AWS environment with ECS, CI/CD and MongoDB.`},{title:`Containers, Kubernetes and databases`,body:`We run containerised workloads on ECS and Kubernetes where they make sense and tell you when they don't. We also handle the databases underneath, including resolving MongoDB infrastructure issues for NimbleWork's enterprise platform.`},{title:`Observability and cost optimisation`,body:`We put monitoring, logging and alerting in place so problems are spotted before customers notice, then use that data to right-size infrastructure. `}],howWeWork:[`DevOps engagements usually start with an Architecture Assessment of your current cloud estate, pipelines and access controls. You get a prioritised list of risks and improvements, and you decide which we tackle, which your team handles and in what order.`,`Many DevOps clients stay with us as a managed service once the platform is stable, so a senior engineer who already knows the system is on hand for releases, incidents and upgrades.`]},"/cybersecurity":{intro:[`Scalexa provides cybersecurity consulting for CTOs and founders responsible for platforms that hold customer data, money or regulated information. If you have an enterprise customer's security questionnaire to answer, an inherited cloud account nobody fully understands, or a site that keeps getting attacked, this is where we start.`,`Most security problems we find are not exotic. They are stale credentials, over-permissive access, unpatched dependencies, missing logging and infrastru
1cture nobody has reviewed since launch. They are fixable, but only if someone senior looks properly.`,`Our security work is done by senior engineers only, with 25+ years of engineering experience building and running the same kinds of systems they are reviewing. We explain findings in plain language and help your team fix them, rather than handing over a PDF and leaving.`],whatWeDoIntro:`We focus on practical security that reduces real risk on real platforms.`,whatWeDo:[{title:`Security audits and cloud reviews`,body:`We review your cloud accounts, identity and access, network exposure and secrets handling against established frameworks. For Legal Legends we audited IAM users, cleaned up stale credentials and put governance policies in place on an inherited AWS environment.`},{title:`Application security and code review`,body:`We review application code and dependencies for vulnerabilities and insecure patterns, including AI-generated code. Findings come with a severity, a clear explanation and a recommended fix your developers can act on.`},{title:`Penetration testing`,body:`We test your platform the way an attacker would, within an agreed scope, and report what we found, how we found it and how to close it. Retesting after fixes is part of the engagement.`},{title:`Attack recovery and hardening`,body:`When a site is under active attack, we stabilise it first. We rescued a constantly hacked and DDoS-attacked WordPress site for Dental Hair Clinic Turkey with security hardening, WAF protection and stable infrastructure management.`},{title:`DevSecOps and compliance readiness`,body:`We build security scanning into your delivery pipeline and prepare the controls and evidence auditors ask for. Our infrastructure and security work for ListenLayer's marketing data platform supported their SOC 2 compliance.`}],howWeWork:[`Security engagements start with a scoping call to agree what is in and out of scope, then a written assessment ranked by severity. We would rather you fix the five issues that matter than read a list of five hundred.`,`For ongoing protection we can stay on as a managed service covering patching, monitoring and incident response. `]},"/blockchain":{intro:[`Scalexa provides blockchain development for CTOs and founders building products where a bug can mean lost funds that can't be recovered. If you are launching a protocol, a wallet or a token-based product, or integrating crypto payments into an existing platform, you need engineers who treat security as the main feature.`,`Blockchain projects fail in predictable ways: smart contracts shipped without proper testing or review, key management bolted on late, and off-chain infrastructure that is less secure than the chain it talks to.`,`We put senior engineers only on blockchain work, each with 25+ years of engineering experience building secure systems. We combine smart-contract engineering with the cloud, security and back-end skills a production Web3 product actually needs.`],whatWeDoIntro:`We build the on-chain and off-chain parts of Web3 products.`,whatWeDo:[{title:`Smart contract development`,body:`We design, write and test smart contracts with security-first patterns, thorough test coverage and clear upgrade paths. Contracts are reviewed internally before they go anywhere near an external audit or mainnet.`},{title:`DeFi protocols`,body:`We build lending, staking and exchange mechanics where the economic logic is as carefully tested as the code. Our DeFi Lending Protocol case study covers a complete build in this area.`},{title:`Wallets and key management`,body:`We build custodial and non-custodial wallets with careful key handling and recovery flows. We developed Qastle Wallet, a quantum-secure hot wallet that protects digital assets with post-quantum cryptography.`},{title:`Full-service Web3 platforms`,body:`Beyond the contracts, we build the APIs, indexers, dashboards and infrastructure around them. Our partnership with Krown Network is an example of covering the whole platform rather than one piece of it.`},{title:`Blockchain security reviews`,body:`We review existing contracts and the infrastru
1cture around them, from node configuration to admin keys and deployment pipelines, and give you a prioritised list of what to fix before launch.`}],howWeWork:[`Blockchain projects start with an Architecture Assessment that covers both the contract design and the off-chain system around it. We agree the security model, test strategy and audit plan before writing production code.`,`We work with external smart-contract auditors where your launch requires one, and we stay involved through deployment so the code that was audited is the code that ships.`]},"/managed-services":{intro:[`Scalexa's managed services are for CTOs and founders who need their platform run properly without building a full operations team. If you have a live product with paying customers and nobody senior watching production at 3am, or an internal team stretched across too many systems, we take that weight off.`,`The problem with most outsourced support is distance: a ticket queue staffed by people who have never seen your architecture. When something breaks, the first hour is spent explaining the system.`,`We assign senior engineers only, each with 25+ years of engineering experience, and the same engineers stay on your platform. They know your code, infrastructure and history, so they can fix problems rather than escalate them.`],whatWeDoIntro:`A managed service is tailored to each platform, but usually covers these areas.`,whatWeDo:[{title:`Infrastructure operations`,body:`We run your cloud infrastructure day to day: capacity, backups, patching, upgrades and cost control. Dartera's auto-scaling AWS platform with active/passive failover and CDN is one we built and support.`},{title:`Monitoring and incident response`,body:`We set up monitoring and alerting that reflects how your business actually fails, then respond when it fires. Response times and on-call cover are agreed up front.`},{title:`Ongoing development and maintenance`,body:`We keep shipping: bug fixes, dependency upgrades and the features on your roadmap. For Know Your Lemons we took over and continue to maintain and enhance their mobile app and website.`},{title:`Security maintenance`,body:`We keep access controls, secrets and dependencies in order and review new risks as the platform changes, so security doesn't decay between audits.`},{title:`Production support and stabilisation`,body:`We take on platforms that need stabilising before they can be maintained. We stabilised and restructured a live platform for Prepape before moving into ongoing production support.`}],howWeWork:[`Managed services start with an onboarding period where we document your system, fix anything urgent and agree the scope of cover. After that you get a weekly summary of what was done and weekly billing on actual hours, with no retainer you have to grow into.`,`You can scale cover up for launches and down in quieter periods, and you can stop at any time. All access, code and documentation remain yours.`]},"/services":{intro:[`Scalexa is a London-based software and AI consultancy for CTOs and founders running high-stakes platforms: products where outages, security incidents or failed launches have a real cost. We build new systems, rescue failing ones and run them in production.`,`Most of the teams that come to us have the same underlying problem. They need senior judgement on architecture, AI, infrastru
1cture or security, but hiring that expertise full-time is slow and expensive, and the agencies they have tried staffed the work with juniors.`,`We only work with senior engineers, each with 25+ years of engineering experience. Our engineers have shipped systems for organisations such as Mozilla, Walmart and Coca-Cola, and the person who scopes your work is the person who delivers it.`],whatWeDoIntro:`Our services fall into six areas. Each has its own page with detail, case studies and FAQs.`,whatWeDo:[{title:`AI & Machine Learning`,body:`LLM applications and RAG, MLOps, computer vision, process automation and independent model audits, built to run reliably in production rather than as demos.`},{title:`Software Development`,body:`New platform builds, takeovers of struggling codebases, full-stack web and mobile development, API integrations and staged legacy modernisation.`},{title:`DevOps & Cloud`,body:`Cloud architecture and migration on AWS, Azure and Google Cloud, CI/CD pipelines, Terraform infrastructure as code, Kubernetes and observability.`},{title:`Cybersecurity`,body:`Cloud and application security audits, penetration testing, recovery from active attacks, DevSecOps and compliance readiness.`},{title:`Blockchain`,body:`Smart contracts, DeFi protocols, wallets and key management, and the off-chain infrastructure that production Web3 products depend on.`},{title:`Managed Services`,body:`Ongoing operations, monitoring, incident response, security maintenance and continued development by the same senior engineers each week.`}],howWeWork:[`Whatever the service, the process is the same: a free call, paid scoping, delivery by the engineers who scoped it, and a proper handover. We bill weekly on actual hours worked, so you always know what you are paying for and can change course at any point.`,`We work with clients in the UK, the US and Europe. See our AI consultancy pages for the UK and the US for market-specific detail.`]}},f=({source:t})=>(0,o.jsxs)(a,{size:`lg`,onClick:()=>i(t),children:[(0,o.jsx)(e,{className:`w-5 h-5 mr-0.5`}),`Book a free 30-min call`]}),p=({route:e})=>{let t=d[e];return t?(0,o.jsxs)(`div`,{className:`max-w-4xl`,children:[(0,o.jsx)(`div`,{className:`space-y-4 text-lg text-muted-foreground leading-relaxed`,children:t.intro.map(e=>(0,o.jsx)(`p`,{children:e},e.slice(0,40)))}),(0,o.jsx)(`div`,{className:`mt-8`,children:(0,o.jsx)(f,{source:`service_intro${e}`})}),(0,o.jsxs)(`section`,{className:`mt-16`,"aria-labelledby":`what-we-do-heading`,children:[(0,o.jsx)(`h2`,{id:`what-we-do-heading`,className:`text-3xl lg:text-4xl font-bold text-foreground mb-4`,children:`What we do`}),(0,o.jsx)(`p`,{className:`text-muted-foreground mb-8 leading-relaxed`,children:t.whatWeDoIntro}),(0,o.jsx)(`div`,{className:`space-y-8`,children:t.whatWeDo.map(e=>(0,o.jsxs)(`div`,{children:[(0,o.jsx)(`h3`,{className:`text-xl font-semibold text-foreground mb-2`,children:e.title}),(0,o.jsx)(`p`,{className:`text-muted-foreground leading-relaxed`,children:e.body})]},e.title))})]}),(0,o.jsxs)(`section`,{className:`mt-16`,"aria-labelledby":`how-we-work-heading`,children:[(0,o.jsx)(`h2`,{id:`how-we-work-heading`,className:`text-3xl lg:text-4xl font-bold text-foreground mb-6`,children:`How we work`}),(0,o.jsx)(`div`,{className:`grid sm:grid-cols-2 gap-6 mb-10`,children:u.map(e=>(0,o.jsxs)(`div`,{className:`bg-card border border-border rounded-2xl p-6`,children:[(0,o.jsx)(`h3`,{className:`text-lg font-semibold text-foreground mb-2`,children:e.title}),(0,o.jsx)(`p`,{className:`text-sm text-muted-foreground leading-relaxed`,children:e.body})]},e.title))}),(0,o.jsx)(`div`,{className:`space-y-4 text-muted-foreground leading-relaxed mb-10`,children:t.howWeWork.map(e=>(0,o.jsx)(`p`,{children:e},e.slice(0,40)))}),(0,o.jsx)(`h3`,{className:`text-xl font-semibold text-foreground mb-4`,children:`Engagement models`}),(0,o.jsx)(`div`,{className:`grid md:grid-cols-3 gap-6`,children:l.map(e=>(0,o.jsxs)(`div`,{className:`bg-card border border-border rounded-2xl p-6`,children:[(0,o.jsx)(`h4`,{className:`text-lg font-semibold text-foreground mb-2`,children:e.title}),(0,o.jsx)(`p`,{className:`text-sm text-muted-foreground leading-relaxed`,children:e.body})]},e.title))})]})]}):null};export{c as n,p as t};
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