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Biotech · AI architecture

5 Biotech companies — how they build with AI

How Biotech companies build with AI — which foundational models they run and how directly, ranked by proximity to the model. Avg Foundation Proximity Score 100/100.

Native 5Direct API 0Cloud-hosted 0Middleware 0

EvolutionaryScale

Biotech · AWS · Native (own / self-hosted weights)

Trains ESM3, its own frontier protein language model, for biological design.

Ginkgo Bioworks

Biotech · AWS · Native (own / self-hosted weights)

Cell-programming foundry training its own biological/sequence models over massive lab data.

Insilico Medicine

Biotech · Multi-Cloud · Native (own / self-hosted weights)

Generative-chemistry drug discovery on its own target-discovery + molecule-generation models.

Isomorphic Labs

Biotech · GCP · Native (own / self-hosted weights)

Alphabet drug-discovery lab building on its own AlphaFold-lineage structure/biology models.

Recursion

Biotech · GCP · Native (own / self-hosted weights)

Drug discovery on its own phenomics foundation models trained over petabytes of cellular imaging.

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