Principle
AI where it adds leverage; deterministic safety where it must
AI supports detection, diagnosis, workflow automation, and operator decisioning
Deterministic engines enforce safety constraints and control policies
Every action is logged with an audit trail
Data model
A simplified conceptual model:
Site → Meters → Assets → Telemetry → Events → Alerts → Actions → Outcomes
Normalised time series + event streams
Evidence pack generation pipeline
