Use Cases

How biomedical researchers use BioSkepsis

Each use case is a complete, reproducible workflow — broad query through verified, citation-grounded output. Built for PhDs, postdocs, PIs, and pharma/biotech R&D teams working in life sciences.

Grant Writing

Build a verified biomedical grant proposal backbone

From State of the Art through Future Directions. Maps to NIH R01, ERC, Horizon Europe, and Wellcome Trust grant structure with PubMed-grounded citations.

See workflow

Drug Repurposing

Map mechanism + clinical evidence for new indications

Drill from broad pharmacology to specific patient stratification. Built for translational researchers, pharma R&D, and biotech teams.

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Precision Medicine

Interrogate biomarker stratification evidence

Systematically challenge claims across genomics, proteomics, and microbiome. Probe regulatory translation and health economics for companion diagnostics.

See workflow

Competitive Intelligence

Map a drug-technology landscape and patent strategy

From the underlying science to companies, patent families, and clinical-translation gaps in a therapeutic area. Built for pharma R&D strategy, licensing, and due diligence.

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Drug Target Validation

Stress-test a drug-discovery technology's claims

Compare marketed promises to the peer-reviewed record — prospective hit rates, clinical translation, failure modes, and an evidence-weighted verdict. Prospective data, not benchmarks.

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Literature Gaps

Evaluate a therapeutic modality and surface its gaps

Map an emerging modality from mechanism to clinical pipeline to resistance, then pinpoint the weakest, most contradictory, and highest-impact unresolved questions.

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Thesis Writing

Build a publication-ready biomedical thesis chapter

From established mechanisms, through knowledge gaps, to a unified model and new hypotheses — with mechanistic-links tables and a research-landscape synthesis you can cite.

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Preprint Fact-Check

Fact-check a preprint's claims, citations, and effect sizes

Verify an uploaded preprint, manuscript, or proposal against the literature — supported, overstated, or missing. Methods, sample sizes, and novelty checked. For reviewers and authors.

See workflow

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PubMed-grounded biomedical AI for life-science researchers. No credit card required.

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