Signal Layer
Agents monitor weather, outage, regulatory, asset-health, crew, and infrastructure signals.
Events are normalized with source metadata, severity, confidence, and provenance before they reach an operator.

Intelligence Loop
For energy & utilities, CMD acts as the command layer between the signal environment and the people who own the response. Agents watch the outside world, Convex keeps the operating model live, and every brief carries sources, confidence, routing, and provenance.
Agents monitor weather, outage, regulatory, asset-health, crew, and infrastructure signals.
Events are normalized with source metadata, severity, confidence, and provenance before they reach an operator.
CMD resolves each signal against grid regions, substations, crews.
The platform links change to dependency paths, commitments, timing, risk windows, and affected operating teams.
The system explains what changed, what it affects, and why it matters.
Briefs carry sources, confidence, impact, recommended action, and the context needed for human review.
Work routes to operations, reliability, field, and regulatory owners.
The loop is accountable: protect service continuity, crew response, and asset readiness, with action status and audit trail preserved.
Live Objects
Grid regions, substations, crews
Watched Signals
Weather, outages, asset risk, regulatory events
Decision Owners
operations, reliability, field, and regulatory owners
Outcome
protect service continuity, crew response, and asset readiness
A useful first brief needs the surface, source environment, operating objects, and owner path. From there, CMD can model how agents should watch, map, brief, route, and preserve decisions.