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Research & KnowledgeEvent: September 3, 2026

Elucidata started a series called Target Discovery: Lessons from the Field to ask people who have run target discovery programs about what the work looks like on ground.

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Research & Knowledge

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we started a series called “Target Discovery: Lessons from the Field”, where we just ask people who have run these programs about what the work actually looks like on ground.

Swetabh Pathak|Elucidata team

Company

Elucidata

The AI Partner Fueling
40+ FDA-Track Drugs

Industry
Software Development
Location
San Francisco, US
Company size
170 employees

Recognized as Fast Company's Most Innovative Biotech Company of 2024. We are a data-driven, AI-powered biopharma solutions company that helps R&D teams move from 20,000 genes to the 2 targets worth a program's investment. We have partnered with 90+ biopharma companies and been part of 40 programs that have moved beyond IND. Our pipeline harmonizes 30+ data modalities like omics, assay, RWD, EHR etc. into a unified data model. LLM-powered curation with human-in-the-loop review delivers 99.99% data accuracy, 10x faster than manual workflows. This is backed by domain expertise that grounds every data product in biological context and direction which gives scientists a foundation they can act on with confidence. Our teams bring hands-on depth in core bioinformatics and plug in wherever needed: end-to-end discovery, infrastructure (knowledge graphs, Lens, MCP integration servers, co-scientists), curated multi-modal data, or methodology support. We also support patient stratification and in-silico validation bridged to wet-lab confirmation. Headquartered in San Francisco, with offices in Boston and India, we are a 120+ multidisciplinary team partnering with biopharma companies, CROs, academic institutions, and R&D teams worldwide.

Founded 2015

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