Summer 2025

Convexia

The world's first AI-maximalist pharma company

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What they do

runs drug sourcing and trial planning with a set of AI agents

How close to us

2, near

several specialist agents but aimed at buying and selling drug candidates; no loop or company memory.

Wedges

  • No wedge fit written yet.
L1 Company brain (knows the organisation) 1, light
L2 Agent team (runs agents, tools, approvals) 2, clear
L3 Does and learns (finishes, checks, measures, updates the brain) 1, light

Who buys

Firm size
not known
Buyer type
business
Role
pharma and biotech investors/operators
UK
not known
Their own description (from YC)

An AI-maximalist pharma platform. We use agents to buy drugs, run clinical trials, and sell for a profit. 10x faster and 20x leaner than incumbents.

Sourcing Agent: Mines public/private databases and unstructured global data to surface overlooked preclinical candidates.
Scientific Agent: Runs comp bio models (ESM-3, RFdiffusion, Boltz-2, AlphaFold) to assess safety and efficacy in silico.
Commercial Agent: Analyzes FDA incentives, pricing dynamics, TAM, competitive landscape, and payer alignment.
Clinical Agent: Runs digital twin simulations, evaluates CRO/CMC risk, and builds trial plans to Phase 1.
PoS Agent: Evaluates the most critical factors that impact the likelihood of clinical trial success.

Built by 2 Stanford CS students who have built 3 startups together before.

Full teardown

No full teardown yet. On the deep list.

Technical detail
Slug
convexia
Lens hash
179096c479
Pass
screen
Stale
no