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3idated, and presented in full. Technology scouting, competitive landscapes, literature reviews: complex reports where being wrong is expensive."}),e.jsx("p",{children:"Doing that work for years taught us exactly where the time goes. Inside most organizations, a technology landscape or scouting effort means analysts spending six to eight weeks assembling papers, patents, and vendor claims into a deck, while the market keeps moving as they build the snapshot. Being careful has always meant being slow. There simply hasn't been a better way."})]})]})})}),e.jsx(se,{onNavigate:a,items:[{key:"trustworthy",title:e.jsxs(e.Fragment,{children:["Fast isn't the same",e.jsx("br",{}),"as trustworthy"]}),description:"When AI writing tools arrived, a lot of people assumed the problem was solved. It wasn't. The output was fast, but the citations often didn't hold up. Sources that didn't say what they were cited for, or didn't exist at all. 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3collaboration led him to work in research and innovation within corporations including at Citigroup, where he was VP of Innovation and Research. There, he managed projects that required working with external scientists, thought leaders, and new technologies, giving him firsthand experience with the challenges of external collaboration in industry settings.",imageSrc:((w=(f=r.kofiProfileImage)==null?void 0:f.variants)==null?void 0:w["2x"])||((k=r.kofiProfileImage)==null?void 0:k.src),linkedInAsset:r.linkedInIcon,linkedInUrl:"https://linkedin.com"}),e.jsx(Lt,{name:"Ramy Ayoub, PhD",title:"HEAD OF RESEARCH & CLIENT SUCCESS, NOTEDSOURCE",bio:"Ramy leads Atlas at NotedSource, where he heads Research and Client Success. He holds a PhD in Medical Biophysics from the University of Toronto. At NotedSource, he has spent years running research and innovation projects for enterprise clients: technology landscapes, competitive analyses, and literature reviews built with the company's network of subject-matter experts. That client work surfaced the gap Atlas was built to fill, and he now leads its research methodology and product direction.",imageSrc:((N=(I=r.ramyProfileImage)==null?void 0:I.variants)==null?void 0:N["2x"])||((R=r.ramyProfileImage)==null?void 0:R.src),linkedInAsset:r.linkedInIcon,linkedInUrl:"https://linkedin.com"})]})})}),e.jsx("section",{className:"relative w-full py-16 sm:py-20 lg:py-24 px-4 sm:px-6 xl:px-0 bg-[#064539] text-white text-center",children:e.jsxs("div",{className:"max-w-marketing mx-auto space-y-6",children:[e.jsx("h2",{className:"font-generalSans text-3xl sm:text-4xl lg:text-[46px] font-medium text-white leading-tight",children:"See it for yourself"}),e.jsx("p",{className:"font-generalSans text-base sm:text-lg text-white/90 max-w-xl mx-auto leading-relaxed",children:"Run a report on a question your team is working on right now, free, with your review built into every stage."}),e.jsxs("div",{className:"flex flex-col sm:flex-row items-center justify-center gap-4 pt-4",children:[e.jsx(C,{href:"/app?mode=signup",onNavigate:a,variant:"green",size:"md",showArrow:!0,arrowSurface:"forest",children:"Run a report free"}),e.jsx(C,{href:"/contact",onNavigate:a,variant:"outlineWhite",size:"md",children:"Talk to our team"})]})]})})]}),e.jsx(J,{currentRoute:"/about",onNavigate:a})]})}const ys=[{letter:"A",terms:[{id:"abstract-screening",title:"Abstract Screening",definition:"The first-pass review of a search's results, where a researcher reads titles and abstracts to decide which papers merit full-text review. In a systematic process, screening follows predefined inclusion and exclusion criteria so decisions are consistent and reproducible."},{id:"altmetrics",title:"Altmetrics",definition:"Alternative metrics of research attention, such as downloads, news mentions, policy citations, and social shares, used alongside traditional citation counts to gauge a paper's reach and influence."},{id:"annotated-bibliography",title:"Annotated Bibliography",definition:"A list of sources in which each entry carries a short note summarizing the work and assessing its relevance or quality. A useful intermediate step between a raw search and a finished review."}]},{letter:"B",terms:[{id:"backward-citation-search",title:"Backward Citation Search",definition:"Finding relevant sources by working through the reference list of a known paper. A fast way to reach the foundational work a topic is built on."},{id:"bias",title:"Bias",definition:"A systematic error that skews a finding away from the truth, from how studies are selected to which results get published. Naming and controlling for it is central to trustworthy synthesis."},{id:"boolean-operators",title:"Boolean Operators",definition:"The AND, OR, and NOT logic used to combine search terms into a precise query, broadening or narrowing what a database returns."}]},{letter:"C",terms:[{id:"citation-chaining",title:"Citation Chaining",definition:"Discovering relevant literature by following a paper's references backward (what it cites) and forward (what later cites it). Chaining catches important work that keyword searches miss."},{id:"citation-verification",title:"Citation Verification",definition:"Checking that a cited source actually supports the claim attached to it. This is the step most AI writing tools skip, and the reason many AI-generated reports can't be trusted. Atlas verifies every citation against the underlying source before a draft ships."},{id:"competitive-landscape",title:"Competitive Landscape",definition:"A structured analysis of the companies operating in a market: who they are, what they offer, how they're positioned, and where the white space is. Typically built from company disclosures, news, patents, and product literature."}]},{letter:"D",terms:[{id:"data-extraction",title:"Data Extraction",definition:"Pulling predefined fields, such as sample size, methods, and outcomes, from each included
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Grounding is what makes a generated report checkable, and it is central to how Atlas works."}]},{letter:"H",terms:[{id:"hallucination",title:"Hallucination",definition:"When an AI system produces plausible-sounding but false information, such as a citation to a paper that doesn't exist. The core reason ungrounded AI output can't be trusted in research without verification."},{id:"heterogeneity",title:"Heterogeneity",definition:"The degree to which studies in a synthesis differ in their populations, methods, or results. High heterogeneity is a signal that combining findings into a single estimate may be misleading."},{id:"human-in-the-loop",title:"Human-in-the-Loop (HITL)",definition:"A workflow design where a person reviews and approves an AI system's work at defined checkpoints rather than at the very end. 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The building block of a query, and the first place a search strategy succeeds or fails."},{id:"knowledge-gap",title:"Knowledge Gap",definition:"A question the existing evidence doesn't yet answer. Surfacing gaps is often the whole point of a review, pointing to where new research or investment should go."},{id:"knowledge-repository",title:"Knowledge Repository",definition:"A managed store of an organization's own documents and data. Atlas can combine a repository with public literature so reports reflect what the organization already knows alongside what the world knows."}]},{letter:"L",terms:[{id:"landscape-analysis",title:"Landscape Analysis",definition:"A broad survey that maps the players, technologies, and activity across a domain to show its overall shape and where the white space lies, rather than answering a single narrow question."},{id:"literature-gap",title:"Literature Gap",definition:"An unanswered question or under-studied area that a review reveals. Identifying gaps is often the point of the exercise, pointing to where new research or investment should go."},{id:"literature-review",title:"Literature Review",definition:"A structured survey of published research on a defined question: what's known, what's contested, and where the gaps are. Distinct from a systematic review in rigor, but the best literature reviews still follow an explicit, repeatable search method."}]},{letter:"M",terms:[{id:"market-intelligence",title:"Market Intelligence",definition:"Curated, val
3idated information about a market, spanning competitors, customers, technologies, regulation, and trends, gathered to support a specific business decision rather than general awareness."},{id:"meta-analysis",title:"Meta-Analysis",definition:"A statistical technique that combines quantitative results from multiple comparable studies into a single pooled estimate. The most rigorous form of evidence synthesis, and only possible when the underlying studies are similar enough to combine."},{id:"methodology",title:"Methodology",definition:"The documented approach behind a report, including how sources were searched, screened, and synthesized. A stated methodology is what lets a reader judge, and reproduce, the work."}]},{letter:"N",terms:[{id:"narrative-review",title:"Narrative Review",definition:"A literature review that summarizes a topic through expert selection rather than a formal protocol. 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Scientifically valuable but chronically underreported, which is one way the published record ends up skewed."}]},{letter:"O",terms:[{id:"open-access",title:"Open Access",definition:"Research published free to read without a paywall, widening who can verify a claim and build on the work."},{id:"orcid",title:"ORCID",definition:"A persistent digital identifier that reliably distinguishes one researcher from another across publications, even when names are shared or change."},{id:"outcome-measure",title:"Outcome Measure",definition:"The specific variable a study uses to quantify an effect. Evidence syntheses compare these across studies, which is why consistent definitions matter."}]},{letter:"P",terms:[{id:"patent-landscape",title:"Patent Landscape",definition:"An analysis of patent filings in a technology area: who's filing, where activity is accelerating, and which approaches are being protected. A leading indicator of where companies are placing R&D bets."},{id:"peer-review",title:"Peer Review",definition:"The evaluation of a manuscript by independent experts before publication. Peer review is a quality filter, not a guarantee, which is why claims should still be checked against the paper itself."},{id:"preprint",title:"Preprint",definition:"A research paper shared publicly (e.g., on arXiv, bioRxiv, medRxiv) before peer review. Preprints surface findings months earlier than journals, at the cost of an extra burden of scrutiny on the reader."},{id:"primary-source",title:"Primary Source",definition:"The original report of research or data: the study itself, the patent filing, the company's own disclosure. Reports built on primary sources are verifiable; reports built on summaries of summaries inherit everyone else's errors."},{id:"prisma",title:"PRISMA",definition:"A widely adopted reporting standard (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) that specifies how a systematic review should document its search, screening, and selection process, including a flow diagram of what was found and excluded."},{id:"pubmed",title:"PubMed",definition:"The U.S. National Library of Medicine's free index of more than 37 million biomedical and life-sciences citations. The standard starting point for literature searches in medicine and biotech, and one of the primary databases Atlas searches."}]},{letter:"Q",terms:[{id:"qualitative-research",title:"Qualitative Research",definition:"Research producing non-numeric data such as interviews or open text, analyzed for themes and meaning rather than measured with statistics."},{id:"quantitative-research",title:"Quantitative Research",definition:"Research producing numeric data analyzed with statistics to measure size, frequency, or association. The kind of evidence a meta-analysis pools."},{id:"query",title:"Query",definition:"A structured search request submitted to a database, combining keywords, Boolean operators, and filters into a single expression."}]},{letter:"R",terms:[{id:"reproducibility",title:"Reproducibility",definition:"The property that another researcher, following your documented method, would arrive at substantially the same result. 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