Keep sensor meaning intact
Temperature, power draw, battery state and interface traffic measure different things. Preserve the device source, unit and last observation time. An absent sensor is unavailable, not a zero reading.
AOT OpsAI solutions
Connect infrastructure health with supporting conditions.
Understand supported server, network, UPS, PDU and environmental observations with explicit coverage and collection limits.
Separate control from monitoring
OpsAI observes supported sources; it does not operate building controls or replace an electrical safety system. Private facility protocols need an approved local collection path.
Review coverage before escalation
Establish which racks, circuits and service dependencies are actually observed. A partial availability report describes covered assets and collection gaps, rather than claiming whole-facility uptime.