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Assess whether decisions are based on trustworthy data by checking ownership, metric definition, lineage, freshness and privacy classification.
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Based on SOC occupation classification
Govern AI use cases as a portfolio with business owner, data owner, model risk tier, evaluation baseline, human review and rollback path.
Map which CIO actions can be advised, drafted, prepared for approval or must remain human-only.
Protect architecture runway by detecting capacity, integration, platform, technical-debt and exception risks before approval.
Predict likely audit findings from missing evidence, weak controls, unclear ownership, exceptions and compliance signals.
Prepare action plans, task drafts, escalations, approval requests, notifications, workflow steps and decision logs from The Autonomous CIO findings. Does not execute external actions.
Run the flagship governed CIO autopilot workflow. Use for broad CIO reviews, Board in 48h scenarios, "run the CIO", mixed enterprise context, monthly operating reviews, crisis-to-control reviews and executive decision-readiness work.
| name | data-trust-radar |
| description | Assess whether decisions are based on trustworthy data by checking ownership, metric definition, lineage, freshness and privacy classification. |
Expose whether leadership can trust the data behind a decision.
Accept reports, KPI tables, dashboard exports, evidence notes, data-product descriptions, privacy notes and decision packets.
Do not claim data quality is proven unless source evidence is provided.