Not another raw-log search UI
Search, dashboards, SIEM, APM, and analytics remain jobs for the customer's existing observability stack.
CerbiShield should answer operational questions in sequence: what is the posture, where is policy active, what violated it, what evidence remains, and where can AI telemetry create logging risk? These are real product captures, not reconstructed marketing UI.
Question
Start from policy coverage, enforcement posture, governed activity, workload risk, deployment signal, and readiness. The operating surface should make the next governance decision visible without turning CerbiShield into another raw-log viewer.
What this surface proves

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Make the enforcement boundary explicit. The Gateway surface connects applications and OTLP traffic to Cerbi policy and the existing observability destination so a platform team can explain the data path without reverse-engineering collector configuration.
What this surface proves

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Move from severity and trend into workload, rule, field, and time-window context. The useful transition is from governance posture to a concrete remediation target, not from one score to another dashboard score.
What this surface proves

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Keep policy versions, hashes, coverage, violations, deployments, exceptions, and audit context tied to the governance program. Evidence should be a normal operating output, not a manual reconstruction performed only when a review begins.
What this surface proves

Question
Review AI-related telemetry posture without turning on the Cerbi AI assistant. The Pro++ AI Logging Governance path keeps raw prompt and response storage off by default, surfaces metadata-first scanner and runtime signals, and ties policy, digest, and baseline context into evidence.
What this surface proves

Search, dashboards, SIEM, APM, and analytics remain jobs for the customer's existing observability stack.
CerbiStream and Gateway execute governance at the selected runtime boundary; CerbiShield owns the operating model around it.
AI can assist bounded workflows, but core policy, enforcement, deployment, audit, and evidence are not dependent on generative AI.
Evidence and audit features support governance review and compliance work; they do not convert the product into a certification or legal conclusion.
Use the product to prove the architecture
The useful walkthrough is not a feature tour. Choose one logging risk, select Stream or Gateway, activate one control, verify the downstream result, then review the resulting evidence.
Use CerbiStream inside selected applications, Cerbi Gateway at the OpenTelemetry boundary, or both. CerbiShield keeps policy, rollout, violations, audit, and evidence under one governance program.