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Technology / Architecture / L3
Evidence automation and compliance reporting pipelines
ML3 detail
Current metadata
Recommended C-suite owner
CCO (with CIO)
Recommended operational owner
GRC Tooling Owner / AI Governance Platform Product Owner
Parent Level 2
Architecture
Related Sub-Threads
3
Related Sub-Threads
DevSecOps and control gates
Controls embedded in CI/CD
Build-and-release controls for agent bundles so changes are tested, approved, and traceable before production
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Privacy and data protection
Consent, retention, and deletion
Managing privacy artefacts unique to agent operations
Open Sub-Thread detail
Auditability and evidencing
Evidence automation and reporting
Automated evidence generation and committee-ready reporting
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Related Threads
Thread
DevSecOps and control gates
Embed agentic AI assurance, approvals, and policy enforcement into the software delivery pipeline so changes to agent bundles are tested, governed, and safely deployed
Open thread detail
Thread
Auditability and evidencing
Capture end-to-end evidence of agent decisions and actions and automate reporting so the organisation can prove control effectiveness and investigate incidents
Open thread detail
Thread
Privacy and data protection
Apply privacy-by-design across retrieval, memory, tool calls, and third parties so agents minimise data use and comply with purpose, retention, and consent requirements
Open thread detail
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