Define
Agree the task, learning objective, collection specification and permitted uses.
INDUSTRIAL KNOWLEDGE & PHYSICAL AIHuman expertise.
Human expertise.
Machine learning.
Connecting skilled work in real industrial environments with the learning needs of AI and robotics teams.
DATA PROGRAMMES IN DEVELOPMENT
FROM WORK TO UNDERSTANDINGThe knowledge
Concept illustrationThe knowledge
behind the task.
Sequence. Context. Variation.
Quality. Exceptions. Recovery.
A DEFINED TASK. A USEFUL DATASET.Designed with the buyer.
Designed with the buyer.
Agreed with the business.
Collection begins with a clear learning objective. The format, equipment and evaluation criteria depend on the intended model and application.
Capture
Record authorised demonstrations and relevant context using the agreed setup.
Structure
Segment actions, document conditions, annotate outcomes and check quality.
Evaluate
Have the buyer evaluate the sample before expanding collection.
START WITH THE WORK
One industry. Many learning questions.
Illustrative collection themes, subject to buyer requirements and factory agreement.
Commission the data
your research needs.
Explore access to specialist industrial tasks and experienced operators. Define a sample, agree acceptance criteria and evaluate usefulness before scaling.
Prepare a data briefExplore the value
of your expertise.
Discuss an optional knowledge-capture programme, with agreed restrictions and a commercial model that may include a participation fee or revenue share.
Discuss participationTRUST IS PART OF THE PRODUCTClear rights.
Clear rights.
Clear responsibilities.
Separate participation. Buying consulting does not grant permission to license operational data.
Specific permission. Agree ownership, permitted buyers, uses, retention and commercial terms before collection.
Respect for people. Plan worker involvement, privacy and lawful processing as part of the capture design.
Quality before volume. Expand only after a buyer has accepted a useful sample.
THE NEXT STEP
Start a conversation Help shape an industrial data pilot.
We welcome conversations with robotics developers, researchers and businesses interested in participating.