REC 00:00:00:00 · CAM-01 · EU

Egocentric data from Europe’s skilled hands.

Groundry records professional workers — cleaners, cooks, technicians — performing real tasks in real European environments, and delivers annotated, training-ready first-person video for robot foundation models.

  • GDPR-clean
  • Consent-verified
  • Built to your spec

One frame, as we deliver it: hands, objects and actions — labelled.

The pipeline

From a skilled hand to a training-ready file.

  1. 01

    Capture

    Head-mounted, hands-centred first-person video, recorded in lived-in European homes and workplaces.

  2. 02

    Quality gate

    Framing, blur, hand visibility, task completeness, privacy. Sub-spec footage never reaches you and is never billed.

  3. 03

    Annotation

    Temporal action segments, object and interaction labels and task metadata, in your taxonomy.

  4. 04

    Delivery

    JSON, COCO-style or your own schema, with documentation. Your pipeline ingests it on day one.

Capture & annotation team, in-house
EU-based
Sample turnaround, from the spec we agree
48hours
Consent-documented footage
100%
[Media] POV close-up

Gloved hands mid-task, annotation boxes on.

Why it matters

Robots learn manipulation the way people do: by watching skilled hands at work.

The best-performing robot foundation models are now pre-trained on thousands of hours of egocentric human video — but most available footage is bulk-collected, redundant, and blind to the environments where home and service robots will actually be deployed.

We exist to fix that: deliberate demonstrations, by professionals, in the European homes and workplaces your robots are heading for.

What you get

Footage your team trains on.
Not footage your team cleans.

Deliberate demonstrations.

Our workers aren’t gig recruits with a phone strapped to their head. They are trained professionals who understand the capture protocol: hands in frame, natural pace, full task coverage, deliberate handling of edge cases.

How we capture

Training-ready annotation.

Every delivery ships with temporal action segmentation, object labels and task metadata to your taxonomy — so your team spends GPU hours training, not cleaning data.

See the spec

European ground truth.

EU households and workplaces, EU data residency, GDPR-grade consent chains. The deployment environments your US and Asian datasets don’t cover.

Rights & compliance

Any skilled hands. Any task.

Cleaning today; kitchens, hospitality and light logistics next. If a professional can demonstrate it on camera, we can spec it, capture it and annotate it.

Explore use cases

About Groundry

A 12-person data operations team based in Budapest, EU.

We come from e-commerce content operations and quality assurance — the craft of making messy real-world information machine-readable. Now we point that craft at physical AI.

[Media] Team photo

The team at work — annotators in front of their screens. Natural, candid, not staged.

Tell us the task.
We’ll show you the data.

A 30-minute scoping call is all it takes to define a free, spec-matched sample — delivered within 48 hours.