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For teams & enterprise

The lab that remembers everything moves fastest.

Every experiment your scientists run becomes governed, lineage-tracked, queryable data — automatically. EpistaBase turns daily lab work into the auditable source of truth your R&D org has been missing, captured clean at the source, with no top-down data project.

workspace — home
The EpistaBase workspace home
Every experiment, captured as governed, lineage-tracked data.
The worldview
The lab that remembers everything moves fastest. Captured, governed, queryable science is the foundation for both human and AI discovery — and in most labs today, it doesn't exist.
Source of truth

One auditable source of truth.

Full lineage from raw instrument file → analysis → figure → publication, captured passively. Governance, access control, and reproducibility by default — not a separate compliance project.

  • Open lakehouse on Apache Iceberg — no lock-in
  • Audit and time-travel by architecture
  • Access control in the data model, not bolted on
file — checksum & lineage
Full lineage, captured passively — audit and time-travel by architecture.
AI on your real data

AI grounded in what your lab actually knows.

Models are smart; they just can’t see your context. When every experiment is captured as governed, queryable data, your AI agents can reason over real results — instrument files, analyses, and figures — through a secure, governed gateway.

  • Structured at the source — not reconstructed after the fact
  • A queryable schema agents can actually reason over
  • A governed gateway — no standing credentials
search — across all records
A governed gateway your AI agents can reason over — query experiments, files, and protocols.
Time to market

Faster time to market.

When data is captured clean at the source, cross-program queries, tech transfer, and decisions that took weeks happen in hours. Institutional memory compounds instead of leaking.

  • Cross-experiment SQL that’s impossible in Prism or shared drives
  • Reusable statistics and the unified molecule summary card
  • Tech transfer without re-deriving the context
data — files across experiments
Ask questions across programs that are impossible in Prism or a shared drive.
Why it works

Clean data, safe to adopt, actually used.

Built around the scientist's daily work — so the data is clean, governed, and yours.

Why the data is clean

Quality comes from capture at the source, not heroic cleanup after the fact. Because EpistaBase is the tool scientists choose for daily work, every experiment is born structured and lineage-tracked — not reconstructed from scattered exports by a separate data team.

Why it’s safe to adopt

An open lakehouse on Apache Iceberg means no proprietary lock-in. Workspace-level isolation, role-based access, and full audit trails live in the data model, not bolted on — and your data is queryable in standard SQL whenever you want it.

Why teams actually use it

It replaces the tools scientists already dislike — Prism, FlowJo, Excel — so adoption isn’t an IT mandate. And it integrates with your existing ELN, including Benchling, rather than competing for the notebook.

For buyers

Questions leadership asks.

Who can see our data?
Private by default. The workspace is the hard isolation border, with role-based access, audit logs, and export controls — your data is visible only to the people you choose.
Can we run it in our own cloud?
EpistaBase is built for two deployment models: fully hosted, and bring-your-own-cloud (BYOC) for regulated teams that need data to stay inside their own environment.
Does it replace our ELN?
No. We focus on the instrument-data-to-figure layer and integrate with your existing ELN, including Benchling, rather than competing for the notebook.

Turn daily lab work into your source of truth.

We partner with a small number of R&D teams as design partners. Capture at the source beats remediation — let's prove it on your data.