Without standardized telemetry, incidents become guesswork.
PRODUCTIONAI CENTER OF EXCELLENCE
Observability standard
The CoE defines minimum logs, traces, model/provider metadata, token usage, tool calls, retrieval context and cost signals.
Every AI request carries a trace ID across gateway, retriever, model and tool calls.
Can one trace explain why an answer or action happened?
REMEMBERTrace the full AI decision path.
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