COMPEL Glossary / GL-33
Telemetry and Monitoring Configuration
The documented specification and implemented configuration of all monitoring, logging, alerting, and observability instrumentation for an AI system — covering model performance metrics, data drift indicators, governance control effectiveness signals, and operational health metrics.
What this means in practice
It is the technical backbone of the Evaluate stage.
Context in the COMPEL framework
Produced and activated in the Produce stage before deployment. Without configured telemetry, the Evaluate stage has no data to work with and governance controls cannot be tested for effectiveness.
Where you see this
Telemetry and Monitoring Configuration is most commonly referenced when teams work across the Produce and Evaluate stages — especially within the Operational Readiness layer . It appears in governance artifacts, assessment instruments, and delivery playbooks wherever COMPEL is operationalized.
Related COMPEL stages
Related domains
Synonyms
monitoring setup , observability configuration , AI telemetry specification
See also
- Control Activation Register — A record that tracks the implementation and activation status of every governance control specified in the Control Requirements Matrix — confirming that each control has been built, tested, and is operational in the production environment.
- KPI Review Report — A structured, cadenced report that measures actual AI system and program performance against the KPIs defined in the Value Thesis Register and Measurement Model — presenting actuals vs.
- Control Performance Report — A structured report that assesses the effectiveness of every active governance control — presenting evidence of control operation, pass/fail status against defined thresholds, exceptions, and remediation actions — to demonstrate that governance is working as designed rather than merely documented.
Related Terms
Other glossary terms mentioned in this entry's definition and context.