Audit & Replay
Immutable verdict logs, examiner questions, and replaying authorization without chat transcripts.
Immutable verdict logs, examiner questions, and replaying authorization without chat transcripts.
Map business KPIs and customer journeys to observable events. Outcome SLOs, conversion signals, and business-layer instrumentation for unified observability.
Connect business KPIs to service traces and infrastructure signals. Correlation IDs, journey mapping, and the observability graph for unified enterprise operations.
What examiners get before scale: inventory row, obligation map, runtime verdict sample, eval gates.
Discipline rules for enterprise observability. Structured logs, correlation IDs, KPI mapping, alert ownership, and telemetry purpose in regulated environments.
No inventory, no owner, no go-live. Minimum fields for an AI use-case row before runtime scale.
Map each must-we obligation to a named control and an evidence artifact. Governance Operating how-to.
Hub for unified observability playbooks. Business, service, and infrastructure layers, correlation graph, governance, maturity, and operating model.
RACI and team boundaries for unified observability. Product, engineering, platform, SRE, and architecture responsibilities in regulated enterprises.
Estate how-to for G.A.I.N Governance: inventory, obligation-to-control map, and go-live evidence pack. Runtime PEP/PDP lives in the Runtime series.