A research scientist working in a modern biotechnology laboratory
Validity by design

Experiments that move fast—and stand up.

bimlab gives biotech R&D teams one auditable workflow for versioned protocols, connected execution and analysis, clear provenance, and human-reviewed AI suggestions.

Protocol historyEnd-to-end provenanceHuman review

Built for challengeable science

Automation you can inspect, not just accept.

Version every protocol

Make changes explicit, comparable, and ready to reproduce across people and runs.

Connect the evidence

Keep instrument outputs, analysis, and decisions attached to the experiment that produced them.

Review before you rely

Use AI suggestions with visible provenance and human challenge built into the workflow.

One connected record

From protocol to conclusion, keep the chain intact.

01

Design

Define a versioned protocol and its validity checks.

02

Run

Connect execution with instrument context and variation.

03

Interpret

Bring analysis and human-reviewed AI suggestions together.

04

Defend

Trace every conclusion back to methods, data, and review.

A more defensible starting point

Make validity part of the workflow—not a reconstruction afterward.

bimlab is being designed for small biotech teams that need speed without giving up scientific interpretation, traceability, or challengeability.

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