Western commercial environment · Hospitality & Events
Hospitality Service Set Egocentric Data Collection
- Sector
- Hospitality & Events
- Tasks listed
- 12
- Status
- 12 available on request
- Capture
- Multiview rig + handheld grippers
Environment
What does the hospitality service set environment cover?
Typical settings: A table, a counter/bar, and a housekeeping/room area. 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 hospitality & events work.
The environment sits in the Hospitality & Events 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 hospitality service set 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 |
|---|---|---|---|
| Check-in handling | Handle documents and room keys. | Easy | Available on request |
| Clear + bus table | Stack dishes, bus, and wipe. | Easy | Available on request |
| Fold napkins | Fold napkins to a set style. | Medium | Available on request |
| Fold towels + linens | Fold towels and linens; stack by type. | Medium | Available on request |
| Make up room bedding | Change case and spread cover. | Medium | Available on request |
| Pour + serve beverage | Pour a drink and serve to a place. | Medium | Available on request |
| Prepare + garnish drink | Build and garnish a bar drink. | Medium | Available on request |
| Restock amenities | Restock a minibar/amenity tray. | Easy | Available on request |
| Set table service | Lay a full place setting. | Medium | Available on request |
| Sweep a floor area | Sweep and collect debris. | Easy | Available on request |
| Tray assembly + delivery | Arrange, carry, and set a tray. | Easy | Available on request |
| Wipe + reset counter | Clear, wipe, and reset a counter. | Easy | Available on request |
Capture setup
How is hospitality service set 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. | 12 |
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. | 12 |
Western markets
Which Western markets are recruited for hospitality service set 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
Hospitality Service Set egocentric data, answered.
- What hospitality service set tasks can Firsthand capture?
- 12 listed tasks, including check-in handling, clear + bus table, fold napkins, fold towels + linens. 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 hospitality service set 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 hospitality service set 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.