021motion
Request a pilot

Robot training data from Europe

Real-world data to teach robots.

A managed team in Tirana, Albania, recording and reviewing the everyday tasks robots need to learn. Built to your spec and checked before delivery.

Request a pilot See how we work
Team
Managed, not a crowd
First samples
Within a week
Hours
Central European Time

What lands in your bucket

Every episode ships the same way, whether it's the first pilot clip or the ten-thousandth.

Format
MP4 / H.265, or your spec
Metadata
JSON per episode
Packaging
LeRobot or RLDS on request
Delivery
Your S3, GCS or Azure bucket

Zero to one. Robots can't learn from the internet the way chatbots did. They need to see real hands doing real work, in real places. We capture it, so your robot can go from zero to one.

What we deliver

First-person capture

Head-mounted recordings of real tasks such as cooking, cleaning, sorting and tool use, shot to your task list.

You get  Synced video plus per-episode metadata.

Environments nobody has

Southern European homes, kitchens, workshops and small businesses, rotated so your data doesn't repeat the same rooms.

You get  Scene variety you specify.

Review and labeling

Every clip checked against your spec. Failed attempts flagged, actions segmented, short task descriptions written.

You get  A delivery with a QA report.

How it works

  1. Step 1

    Send your spec

    Tasks, scenes, device, format.

  2. Step 2

    Samples in a week

    10–20 clips so you can check the fit.

  3. Step 3

    Paid pilot

    50–100 hours, delivered to your S3, GCS or Azure.

  4. Step 4

    Scale

    Add people and hours once the quality is proven.

Why 021motion

We've done this before.

For years we've recruited and managed teams in Albania for clients, from customer support to data work for a German carmaker's supplier, where Albanians handwrote on screens to train in-car handwriting recognition.

One accountable partner.

We hire, train, schedule and quality-check our own people. You get one contact, one invoice and one quality standard, not hundreds of individual accounts.

Built by engineers.

Backed by Revido, a software and AI company with 100+ clients and 30+ products shipped. We build our own QA and upload tooling around your pipeline.

Environments you can't scrape, filmed by people we employ.

The hard part of physical data isn't the camera, it's getting into real rooms repeatedly, with the same quality bar every time. We do that in Tirana with our own staff, and you contract with a US entity.

A Revido company
The environments Rooms that aren't in your dataset
Southern European homes, kitchens, workshops and small businesses, rotated so the same rooms don't keep reappearing in your training data. These are working spaces, not a studio set dressed to look like one.
The people filming One team, not a crowd
Everyone who films and reviews for us is employed, trained and scheduled by us, in Tirana. The same reviewers see your clips week after week, so a note you give on Monday is still being applied a month later.
The contract A US counterparty
Registered in Cheyenne, Wyoming, so it's a US agreement and a US invoice — no foreign-vendor file to open. Central European Time covers the EU working day and US East Coast mornings.

Clean, and legally usable

  • Consent and rights from everyone filmed
  • Every clip reviewed before delivery
  • Delivered straight to your cloud storage
  • EU-aligned data protection (Albania's law follows GDPR)
Read the full standards

Start with a small pilot.

Tell us what your model needs. We'll reply within one business day with sample clips and a pilot plan.

Request a pilot