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OrganizationExpert

Part VII. Organization: who owns observability

For: architects · team managersPrerequisites: Know the capabilities described in parts I to VI of the method.

In my view, this is where many implementations fail. GenAI observability straddles five functions, and without clear ownership nobody watches the right signals.

R Responsible for execution, A Accountable, C Consulted, I Informed.

CapabilityPlatform / SREML / Data ScienceSecurity / SOCProductCompliance / DPO
OTel instrumentationA, RCIII
Service SLOsA, RCICI
Quality SLOsCA, RICI
Evals and golden setCA, RICC
GenAI FinOpsA, RCICI
MCP securityCIA, RIC
Audit and complianceCCCIA, R
Quality on-callRA, RICI

A change from classical SRE: you need on-call coverage for quality regressions, not only for availability. A major difference: you do not restart a hallucination. The mitigation playbook is specific:

  • roll back to the previous prompt or model version.
  • tighten the guardrails (input and output filters).
  • switch to a fallback model.
  • disable the degraded feature rather than serve false quality.

These playbooks must exist before the incident, with an owner identified in the RACI.