Beta Release: AI Governance Dashboard & Compliance Reporting
## Problem to Solve
Despite having DAP Control Plane capabilities for tracking credit consumption and feature adoption, there isn't a unified "central cockpit" that provides security and compliance teams with comprehensive AI governance across instance/group levels. Security leaders and compliance managers need aggregated information that provides executive-level visibility into AI governance, audit-ready compliance reporting, and drill-down capabilities.
## In Scope
* Central cockpit UI implementation for AI risk posture and compliance status
* Executive-level visibility features for instance/group levels
* Audit-ready compliance reporting for select frameworks (EU AI Act, NIST AIRMF)
* AI usage overview with risk classification breakdown
* Compliance status and framework adherence metrics
* Risk management and policy violation tracking
* Beta testing and validation with early adopters
* Foundational dashboard capabilities
## Out of Scope
* Advanced analytics and anomaly detection
* Custom framework support (deferred to GA)
* Integration with external compliance tools
* Drill-down to detailed audit events (deferred to GA)
## Designs
Design issue - TBD
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