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DataNexx

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.

  1. 01 →The physical worldSamples, materials, machines, batches
  2. 02 →MeasurementsInstruments, sensors, test rigs
  3. 03 →Expert decisionsTechnicians, engineers, operators
  4. 04 →Verified outcomesPass / fail, failure mode, result
  5. 05 →Structured dataDocumented, de-identified, licensed
  6. 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.

Dataset specificationExample
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
  1. 01

    Specify

    Tell us what your model needs: domain, structure, modalities, scale, time period, rights and intended use.

  2. 02

    Source

    We search our supplier network and approach organizations that produce matching data — rather than only offering a fixed catalog.

  3. 03

    Qualify

    Candidate datasets are assessed for structure, quality and rights. You review anonymized descriptions and documentation before anything moves.

  4. 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.