Use Case Scenarios

Regulatory Intelligence and Safety Monitoring Biomedical researchers, regulatory affairs professionals, and medical device manufacturers need to track adverse events and safety signals across FDA databases. Scite enables agents to search MAUDE (device adverse events) and FAERS (drug adverse events) simultaneously, retrieve detailed narratives, and cross-reference findings with published literature and clinical trials. This accelerates post-market surveillance, supports pharmacovigilance programs, and helps identify emerging safety patterns before they escalate.

Clinical Evidence Synthesis for Device and Drug Development Product development teams can search FDA-approved drugs, 510(k) clearances, and clinical trial databases while simultaneously pulling peer-reviewed evidence on comparable treatments. Agents can retrieve full 510(k) summary documents, compare predicate device specifications, and validate substantial equivalence claims against published clinical data—streamlining regulatory submissions and reducing development cycles.

Literature Review and Citation Analysis at Scale Academic researchers conducting systematic reviews or meta-analyses can search 210+ million peer-reviewed papers, extract full-text passages from open-access publications, and analyze citation networks (supporting, contrasting, or mentioning statements). Agents identify citation context automatically, detect editorial notices (retractions, corrections), and compile evidence synthesis reports without manual document screening.

Grant Opportunity Matching and Funding Intelligence Research administrators and principal investigators can search across NIH, NSF, Wellcome, EU, and SBIR/STTR grant databases, then link funded research to published outcomes via DOI citations. Agents create custom Collections of related grants and papers, track funding trends, and identify collaborative opportunities based on research topic alignment and publication history.

Patent Landscape and Prior Art Analysis Intellectual property teams and innovators can search patent families by technology, inventor, or assignee, then cross-reference patents against scientific literature and clinical trials to map the innovation landscape. Agents identify competing technologies, evaluate patentability, and track downstream citations to understand market adoption and clinical translation.

Applications

Pharmaceutical and Medical Device Regulatory Affairs Regulatory, clinical, and quality teams use Scite to monitor safety signals, prepare FDA submissions, conduct literature searches for regulatory dossiers, and track competitive device clearances. The integration of MAUDE, FAERS, FDA drug records, and 510(k) databases with peer-reviewed evidence enables evidence-based decision-making and faster time-to-market.

Academic Medical Research and Medical Writing University researchers, institutional review boards, and medical writers leverage Scite to conduct literature reviews, synthesize clinical evidence, identify relevant clinical trials for patient recruitment, and compile background sections for grants and manuscripts. Access to full-text excerpts and citation context eliminates the need for manual database navigation.

Biotech and Biopharmaceutical Development Drug discovery and development teams use patent and literature search to validate novelty, competitive intelligence teams track clinical trial enrollment and outcomes, and quality assurance teams monitor post-approval safety data. Collections enable teams to organize and share curated evidence libraries across departments.

Hospital Systems and Clinical Practice Clinicians and evidence committees search for adverse event reports tied to specific devices or drugs, review clinical trial eligibility criteria to match patients to studies, and access full-text safety alerts from regulatory agencies (MHRA, FDA). This supports clinical governance, formulary decisions, and patient safety initiatives.

Grant Administration and Research Funding University research offices and funding agencies use Scite to match investigators to grant opportunities, track research outcomes from funded work, and analyze funding trends across agencies. The ability to create and manage Collections of grants linked to their published results enables data-driven funding strategy and impact assessment.