Build the data infrastructure that teaches robots how skilled physical work is performed.
Curatrix turns authorized demonstrations by skilled tradespeople into structured, rights-cleared training data for robotics and physical-AI systems. We are based in Germany and operate on EU-region infrastructure.
Skilled physical work, recorded in a form robots can learn from
Most of what a robot needs to learn about physical work has never been recorded in a usable form. It lives in the hands of the people who do it every day. Our job is to capture it under a documented protocol, remove what must not leave the site, and deliver it as a dataset a training team can actually use.
Five commitments that decide how we build
These are operating constraints rather than aspirations: each one changes what we ship and what we refuse to ship.
- 01
Contributor respect
The people who demonstrate the work are participants, not subjects. They opt in per project, know how the footage is used, can stop a recording at any point, and are paid for their time.
- 02
Technical quality
Episodes are accepted against written criteria, re-annotated on a sample basis and validated against a schema. Material that fails review is dropped, not delivered with a caveat.
- 03
Privacy by design
Personal and confidential material is removed before a clip becomes eligible for a release. Privacy processing is a stage in the pipeline, not a filter applied on request.
- 04
Transparent provenance
Every episode carries its capture context, protocol version, processing version and licence scope. What cannot be traced is not shipped.
- 05
Measurable model value
A dataset is judged by what it does to your benchmark. The evaluation target is agreed before collection starts.
The data infrastructure layer for physical AI
Robotics teams should not each rebuild capture, clearance, annotation and licensing from scratch. We are building that layer once — protocols, processing, provenance and licensing a physical-AI team can rely on the way it relies on compute.
Skilled German tradespeople, working under agreement
We work with electricians, plumbers, carpenters and industrial technicians, and with site owners who approve recording in writing. Contributors are recruited per project against a defined task, briefed on the capture protocol and compensated for their time.
Start with a scoped pilot
Bring a task. On the call we scope the capture protocol, the episode volume, the annotation schema and the delivery format.
Pilots typically start from approximately €25,000. This is an indicative figure only—final scope and pricing are set after a technical qualification call.