VentriLinksVentrilinks
Founding partner

The AI Agent for Biotech Diligence

Evaluate biotech startups, assets, IP, and therapeutic programs with investor-grade rigor,
structured intelligence, and evidence-backed recommendations.

Supporting Biotech Diligence Worldwide

From Intake to Decision-Ready Diligence

Create a diligence case, refine the thesis live with the AI agent, and export
an evidence-backed report or investment memo with key claims traced to dated sources.

Set up your case to begin

Biotech decision-makers use VentriLinks for

Competitive Landscapes
Due Diligence
Freedom-to-Operate
Clinical Trial Risk
Market Sizing
Investment Memos
Target Assessment
Patent Analysis
Founder Research
Explore Platform

A Connected, Evidence-Backed Biopharma Knowledge Foundation.

Built from millions of conference abstracts, publications, trial records, and curated databases,
the Agent connects companies, assets, targets, indications, trials, mechanisms, and development stages
into a source-traced knowledge foundation for biotech diligence.

01 / 07

Drug Discovery & Asset Intelligence

149,807drug assets

Every approved, clinical, investigational, and preclinical compound — carrying ChEMBL, DrugBank, PubChem, RxNorm, UNII, CAS, and InChIKey identifiers.

Inxight / NCATS GSRSChEMBLFRDBOpen TargetsOrange BookClinical registriesSEC filings

02 / 07

Target Biology & Validation

80,356targets

Gene and protein targets with druggability, genetic association, and expression — over 1.4M target mentions mined from the literature and trials.

Open TargetsChEMBLUniProtHGNC / FRDBSTRING-DBIUPHARPharmGKBHuman Protein AtlasGWAS CatalogPubTator

03 / 07

Clinical Development

247,454clinical trials

Trials and readouts from every registry worldwide — 205,175 linked to a drug asset, in pursuit of the 100% coverage mandate.

ClinicalTrials.govEU CTISWHO ICTRPCRIS (KR)jRCT (JP)CTRI (IN)ANZCTRChiCTR

04 / 07

Indications & Disease Landscape

41,975indications

First-class disease entities with ontology IDs, epidemiology, and unmet-need fields — 228,568 target↔indication validation edges.

Trial conditionsOpen TargetsSEC pipelinesGBDOrphanetSEERHTA bodies

05 / 07

Scientific Literature & Discovery Signals

381,391publications

The corpus that surfaces preclinical and academic competitors before they incorporate — plus 534,109 authors and PIs across 751,755 authorship links.

PubMedPMCbioRxivOpenAlexSemantic ScholariCitePubTatorConference abstracts

06 / 07

Companies & Competitive Intelligence

45,896companies

Sponsors, financials, and deals — 242,029 trial sponsorships and 120,681 collaboration edges, classified commercial vs. academic at ingestion.

SEC EDGARBiotech universeCT.gov sponsorsCMSNews feeds

07 / 07

Evidence & Provenance

1,327,833evidence artifacts

Every fact above traces here — 4,037,721 EVIDENCED_BY links binding each claim to a dated source artifact with type, URL, and supporting span.

Clinical registriesPublicationsCurated databasesOrange BookSEC filingsPatentsPress releases

Proven results

Diligence that doesn’t miss.

Competing programs surfaced

across every global registry, patent office, and preprint server

100%

Median time to a first-draft memo

down from roughly three weeks of analyst work

4 hrs

Entities in the knowledge graph

drugs, targets, trials, companies, and evidence

1.6M+

Evidence artifacts behind every claim

each fact dated and traced to its source

1.3M+

Reduce diligence cost per deal

more theses evaluated per analyst, per week

>80%