# BiotechOS

- **Event:** [Built with Claude: Life Sciences](https://cerebralvalley.ai/e/built-with-claude-life-sciences)
- **When:** Jul 7 at 12:00 PM – Jul 14 at 12:00 AM (EDT)
- **Where:** Online
- **Team:** [Sourav Bandyopadhyay](https://cerebralvalley.ai/u/sza)
- **GitHub:** https://github.com/souravUCSF/BiotechOS/
- **Demo video:** https://drive.google.com/file/d/15HOwhutplWfe9OYXJeBQVS7wyM7P__vL/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/built-with-claude-life-sciences/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/built-with-claude-life-sciences/hackathon/gallery/36

BiotechOS — an operating system for running a drug-discovery pipeline.

What we built: A system that reads a drug program's real inbox — CRO emails, quotes, invoices, contracts, assay reports — and turns every message into a concrete action a human just approves. A classifier routes each email to a specialized processor that extracts exactly what that document type needs; nothing changes state until a human signs off. On top sits a molecule layer (registry gate → Molecule Database with live pass/fail against a Target Product Profile → deep-dive → structure modeling to design new analogs) and a memory layer: a time-stamped record of every fact, a self-linking entity graph, and an immutable decision log, all partitioned by program.

What we found: Most of a preclinical program's operational load — procurement, finance, legal, data QC, molecule tracking — is coordination that frontier AI plus domain-specific software can absorb, with the human kept as the approver, not the operator.

Why it matters: AI and outsourcing have collapsed the cost of doing the science, but not the headcount needed to coordinate it. BiotechOS attacks that coordination tax directly, so one person can run a whole pipeline, not just a project.

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