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In preparationRobotics and sensors

Lot we are assembling

Machine sensor logs with labeled faults

Industrial sensor and machine logs with labeled faults and maintenance records, from manufacturers and equipment operators.

This lot is in preparation: it is not available yet, and it names no owner or price. Ask about it and we reply with scope and timing.

What the lot will hold

  • Sensor and machine logs with labeled faults
  • Maintenance records and technician notes
  • Commands and responses logged together, across many machines in one format

What the data is for

  • Predictive maintenance and physical AI models that need real fault histories
  • Faults recorded on production machines, where open data is mostly simulated

What we check before data joins

  • Customer and equipment-maker contracts are checked to see who holds rights to the data
  • Sensitive process parameters are left out or aggregated, as the owner decides
  • User contracts are read before machine data from the field is offered

Own data that fits this lot?

Check what qualifies and start with the step below. Nothing is licensed until you sign.

What qualifies

  • Machine data you own or hold the right to license
  • Fault labels, maintenance records or technician notes
  • Long histories across many machines, if you have them

Appraise your data

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