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AI-APP-DEPLOYMENT4 MIN READ

Sort AI Telemetry Into Signal Types

Classify production AI telemetry into SRE and AI behavior signal categories.

Place each telemetry metric into the signal category it most directly supports. Latency Traffic Errors Saturation AI Behavior p95 time from user submit to final answer rendered time spent waiting on the model provider for successful requests requests per minute by assistant route and tenant type percentage of sessions using the new model route during canary provider 5xx responses and timeout count policy-defined failures where answer latency exceeded the one-second commitment queue depth for background RAG indexing jobs daily token budget consumed by 2 p.m. share of sampled answers with citations that support the claim human escalation rate after AI…

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