
Industries
Utilities, AI use cases that move operations
Predictive maintenance, AI ops copilots, and anomaly detection for infrastructure.
Utilities run on physical assets and noisy telemetry. AI earns its place when it reduces unplanned downtime, sharpens dispatch, and gives operators copilots that respect safety and compliance.
Predictive maintenance
Surface early signals from sensors and work history so crews intervene before failures cascade.
Ops copilots
Assist planners and control-room staff with retrieval over procedures, tickets, and asset history.
Anomaly detection
Reduce alert fatigue by ranking and explaining deviations that matter to the network.

Related work
- Hyele Ltd.
Predictive ops from complex sensor data
- FireAlert
Real-time intelligence for smart-city ops
