Data category
Energy & Utilities Data
SCADA and sensor time series, outage and fault records, and maintenance history from generation and grid assets.
Why it matters for AI
Measured, judged, resolved.
Utility records tie continuous telemetry to discrete events: the alarm, the outage, the crew's finding and the repair. Linked over years, they show how real equipment fails under real weather and load, which simulators only approximate.
Typical data
- SCADA & sensor time series
- Outage & fault records
- Root causes
- Maintenance & inspection history
- Aggregated meter readings
- Generation output & weather
- Equipment failures & replacements
- Drone & thermal inspection images
Representative workflow
Illustrative
- 01Asset telemetry
- 02Alarm or fault
- 03Outage record
- 04Field inspection
- 05Root cause
- 06Repair or replacement
- 07Service restored
Who typically holds it
- Electricity, gas and water utilities
- Renewable generation operators
- Grid and network maintenance contractors
- District heating and energy service companies
Potential AI applications
- Fault and outage prediction
- Predictive maintenance for grid assets
- Load and generation forecasting
- Defect detection in inspection images
Trust & compliance
Data licensing without losing control.
Your data stays yours until you decide otherwise. We assess before anything is shared, and we treat rights and privacy as conditions of a transaction — not afterthoughts.
No raw data for an initial evaluation
Nothing moves without authorization
Ownership is not the same as licensing rights
Specialist review where it is needed
Own valuable data?
Check your data's licensing potential.
A confidential, no-raw-data assessment of your company's records — from lab results and production logs to cases, claims and transactions.
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Tell us the proprietary data your model needs — domain, structure, modalities and rights. We approach the organizations that produce it.