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Technology / Architecture / L3
Explainability instrumentation and provenance capture
ML3 detail
Current metadata
Recommended C-suite owner
CCO (with CIO)
Recommended operational owner
Head of AI Platform Observability / Telemetry
Parent Level 2
Architecture
Related Sub-Threads
2
Related Sub-Threads
Auditability and evidencing
End-to-end audit logs
Traceability for plans, tool calls, approvals, and outcomes across systems
Open Sub-Thread detail
Data pipelines and DataOps
Lineage, cataloguing, and metadata
Metadata/lineage that covers agent context, tool I/O, and classification attributes
Open Sub-Thread detail
Related Threads
Thread
Data pipelines and DataOps
Ensure the data feeding agents is current, trustworthy, well-classified, and operationally governed so autonomous decisions and actions are reliable and auditable
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
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