Western commercial environment · Manufacturing & Workshops
Precision Assembly Bench Egocentric Data Collection
- Sector
- Manufacturing & Workshops
- Tasks listed
- 15
- Status
- 15 available on request
- Capture
- Multiview rig + handheld grippers
Environment
What does the precision assembly bench environment cover?
Typical settings: Assembly bench: PCB/electronics, fasteners, fixtures, solder/crimp tools, small parts. 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 manufacturing & workshops work.
The environment sits in the Manufacturing & Workshops 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 precision assembly 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 |
|---|---|---|---|
| Apply adhesive bead | Dispense an adhesive bead on a path. | Medium | Available on request |
| Apply paste + heatsink | Apply thermal paste and seat a heatsink. | Medium | Available on request |
| Assemble subassembly | Stack, align, and fasten a subassembly. | Medium | Available on request |
| Busbar + limit-block + screws | Place a busbar and limit block, drive the screw sequence, then remove the block. | Hard | Available on request |
| Crimp connector | Crimp a terminal onto a wire. | Hard | Available on request |
| Kitting to BOM | Pick parts to a tray per a BOM. | Easy | Available on request |
| Label + scan unit | Apply a barcode label and scan. | Easy | Available on request |
| Peg-in-hole insert | Insert pegs/dowels into holes. | Medium | Available on request |
| Place into fixture | Place a part precisely into a fixture. | Medium | Available on request |
| Press-fit connectors | Place and press connectors onto a PCB. | Medium | Available on request |
| Route + clip harness | Route conductors to a form board and clip. | Medium | Available on request |
| Screw-fasten housing | Fasten a housing with a driver to torque. | Medium | Available on request |
| Snap-fit housing | Snap two housing halves together. | Medium | Available on request |
| Solder through-hole | Solder through-hole components to a board. | Hard | Available on request |
| Torque to spec | Torque bolts with a torque wrench. | Medium | Available on request |
Capture setup
How is precision assembly 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. | 15 |
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. | 15 |
Western markets
Which Western markets are recruited for precision assembly 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
Precision Assembly Bench egocentric data, answered.
- What precision assembly bench tasks can Firsthand capture?
- 15 listed tasks, including apply adhesive bead, apply paste + heatsink, assemble subassembly, busbar + limit-block + screws. 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 precision assembly 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 precision assembly 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.