Reproducible by construction

An AI co-scientist you can trust.

Point it at your data — or just an accession ID — and get back a publication-ready analysis where every step is versioned, traceable, and re-runnable forever.

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Co-Scientist
01 — The agent

Reads your intent, plans the analysis, runs the tools, interprets the results, and drafts the methods. It shows its work. Correctness over autonomy — a plausible-but-wrong figure is worse than no figure at all.

Ledger
02 — The substrate

Every artifact is content-addressed, versioned, and re-runnable by identifier. Each figure carries its own address — click it to see the exact parameters, or re-run it on different infrastructure, years later.

Fleet
03 — The compute

Kubernetes, Helm, and Terraform driving a Go worker fleet that executes pipelines at institutional scale, with hard multi-tenant isolation. The substrate that turns a three-month core-queue into an afternoon.

The agent lands the customer. The substrate keeps them.