Industrial AI
Find the industrial data your model is missing.
Industrial AI depends on data that describes real plants, materials and products. We locate organizations that produce it and help them prepare it for licensing.
- 01 →The physical worldSamples, materials, machines, batches
- 02 →MeasurementsInstruments, sensors, test rigs
- 03 →Expert decisionsTechnicians, engineers, operators
- 04 →Verified outcomesPass / fail, failure mode, result
- 05 →Structured dataDocumented, de-identified, licensed
- 06 AITraining, evaluation, RL, agents
What matters
What this data needs to have.
- 01
Process context
Parameters, settings and conditions linked to production outcomes.
- 02
Quality signal
Inspections, defect classes and corrective actions recorded by qualified people.
- 03
Long histories
Years of operation that include rare events and process drift.
Typical data shapes
- Production parameters
- QC inspections
- Sensor histories
- Corrective actions
Relevant categories
How sourcing works
You tell us what your model needs.
We find organizations that produce it and help them prepare it responsibly.
- Industry
- Materials testing
- Desired records
- 100,000+ laboratory tests
- Desired structure
- Inputs + measurements + verified outcomes
- Modalities
- Structured data, images, documents, signals, video, audio
- Geography
- Any, or specific regions
- Time period
- 2015 – present
- Exclusivity
- Non-exclusive acceptable
- Rights requirements
- Commercial training rights, documented provenance
- Intended use
- Training, evaluation, RL, benchmarking, research
- 01
Specify
Tell us what your model needs: domain, structure, modalities, scale, time period, rights and intended use.
- 02
Source
We search our supplier network and approach organizations that produce matching data — rather than only offering a fixed catalog.
- 03
Qualify
Candidate datasets are assessed for structure, quality and rights. You review anonymized descriptions and documentation before anything moves.
- 04
License
Terms, scope and permitted uses are set out contractually. Delivery follows only with the data owner's authorization.
Own valuable data?
Find out whether your historical data could qualify for AI licensing.
A confidential, no-raw-data assessment of your organization's laboratory or industrial records.
Building AI?
Tell us the proprietary data your model needs.
Specify the domain, structure, modalities and rights. We source from organizations that produce it.
