Western commercial environment · Healthcare & Life Sciences
Wet Lab & Clinical Bench Egocentric Data Collection
- Sector
- Healthcare & Life Sciences
- Tasks listed
- 14
- Status
- 14 available on request
- Capture
- Multiview rig + handheld grippers
Environment
What does the wet lab & clinical bench environment cover?
Typical settings: Burette, pipettes, balance, labware, phantom for any invasive step. Each recording shows the worker's hands, tools and the objects they handle from their own point of view, in the layouts and with the equipment used in Western healthcare & life sciences work.
The environment sits in the Healthcare & Life Sciences sector of the commercial catalog. A spec can take the listed tasks as-is, narrow them, or add tasks the list does not name.
Tasks
Which wet lab & clinical bench tasks can be captured?
Every task in the catalog for this environment, with its skill level and current status.
| Task | What is recorded | Skill | Status |
|---|---|---|---|
| BP cuff (mannequin) | Apply and inflate a BP cuff on a mannequin. | Easy | Available on request |
| Cap, vortex + rack tubes | Cap sample tubes, vortex-mix, and rack them in order. | Medium | Available on request |
| Connect Luer syringe | Attach and lock a Luer syringe to a line. | Medium | Available on request |
| Fill + cap sample tubes | Fill tubes to a mark and cap. | Medium | Available on request |
| Instrument pass | Pass instruments in sequence. | Medium | Available on request |
| Load + balance centrifuge | Load tubes balanced in a centrifuge. | Medium | Available on request |
| Pour + measure reagent | Pour to a graduated cylinder mark. | Medium | Available on request |
| Prepare a slide | Drop, smear, and cover a slide. | Hard | Available on request |
| Rack + label tubes | Label and rack a set of tubes. | Easy | Available on request |
| Sterile field setup | Peel-open packs and arrange instruments. | Medium | Available on request |
| Swab + streak plate | Swab a sample and streak a plate. | Hard | Available on request |
| Titrate to endpoint | Titrate a sample to a colour endpoint. | Hard | Available on request |
| Weigh reagent | Weigh a reagent on a balance. | Hard | Available on request |
| Wound dressing (phantom) | Change a dressing on a phantom. | Medium | Available on request |
Capture setup
How is wet lab & clinical bench work captured?
| Setup | How it works | Tasks |
|---|---|---|
| Multiview rig + handheld grippers | A staged working set recorded by a multiview rig while the operator performs the task with handheld grippers, so demonstrations map onto a robot end effector. | 14 |
On the rig tier, every stream is aligned to a shared clock and checked at the sync gate before an hour is billed. See capture for the hardware.
Status
What does each status mean?
| Status | Meaning | Tasks here |
|---|---|---|
| Active collection | Recording in this environment is running now, so a spec can join an existing capture stream. | 0 |
| Ready to deploy | Contributors and site access are set up; capture starts once a spec is signed. | 0 |
| Available on request | Scoped and recruited to spec when a buyer asks for it. | 14 |
Western markets
Which Western markets are recruited for wet lab & clinical bench capture?
Contributors are recruited to spec in Western program markets, so the footage reflects how this work is done in North American and European businesses. Country pages list the legal basis and status for each market.
Delivery
How is the data delivered?
Footage is delivered in RLDS, LeRobot, WebDataset, HDF5, zarr and Rerun .rrd, mapped to the canonical episode schema, under a buyer-owned commercial licence. See delivery formats, sample data outputs and how to scope a custom collection.
FAQ
Wet Lab & Clinical Bench egocentric data, answered.
- What wet lab & clinical bench tasks can Firsthand capture?
- 14 listed tasks, including bp cuff (mannequin), cap, vortex + rack tubes, connect luer syringe, fill + cap sample tubes. Tasks outside the list can be added to a spec.
- What does "Western" mean for this environment?
- The settings, equipment, packaging and signage found in North American and European wet lab & clinical bench work, recruited in program markets such as United States, Canada, United Kingdom, Germany.
- How fast can collection start?
- A median of 48 hours from signed spec to first validated batch where coverage is deep. Tasks marked available on request are recruited first, and the timeline is quoted against the spec before capture begins.
- Is the footage consented and anonymized?
- Yes. Releases are collected before capture, and faces, licence plates and screens are detected and blurred, with a human review step, before footage is delivered.
- Who owns the data?
- Delivery is under a buyer-owned commercial licence. Pricing is quoted per engagement and billed per validated hour, meaning footage that passed sync and QA against your spec.
Need wet lab & clinical bench footage for your model?
Tell us which tasks your model is missing. We quote reach, timeline and price against one written spec, starting with a Spec Pilot.