VISION VERIFICATION

Proof, captured
at the bench.

Computer vision follows every action in the lab and checks it against your protocol — so every result arrives with evidence of how it was made.

See a sample run Platform overview
EXP-2214 · STEP 06 / 12 ON PROTOCOL

How verification works

01 — GUIDE & CAPTURE

A tablet and a camera at the bench

Step-by-step instructions appear on a tablet while an off-the-shelf camera records each step — no new instruments, no change to how the lab runs.

02 — UNDERSTAND

Models that know lab procedure

Our models recognize hands, tools, samples and instruments, and map every action to the step it belongs to.

03 — VERIFY

Checked against your protocol

Each step is compared to your protocol after the run. Deviations are flagged and reviewed by our scientists.

THE STANDARD

Nothing about your experiment is left to faith.

THE RUN RECORD

Every run ships with proof.

The record behind your data — so you can trust it, share it with collaborators and reviewers, and repeat it exactly.

Step-by-step log Every action, time-stamped and mapped to your protocol
Visual evidence Clips of key steps you can review any time
Deviations Anything off-protocol, flagged and explained
Lab & instrument details Where it ran, and on which instruments
Protocol, video & notes The protocol that was run, the video of it, and the operator’s spoken notes
Repeatable runs Re-order the same experiment in one click
BUILT WITH LABS

Capture the work, not the people.

Our cameras are positioned to frame the bench — hands, tools, samples and instruments — not faces or the wider lab. Footage exists to prove your experiment was run exactly as written. Your quantitative results stay with you — we never train on them or share them.

  • Bench-only framingCameras capture the work surface, not the people around it.
  • Results stay yoursResults are never trained on or shared. Only de-identified video of movements, paired with protocols, is ever used beyond your record — and only with consent.
  • Controlled accessOnly the client and the lab that ran the experiment can review its record.
  • Clear retentionFootage is kept for an agreed period, then permanently deleted.
A gloved hand pipetting into a small sample tube

See a verified run, end to end.

Book a demo