Governance-as-a-service transparency

Real-time satisfaction metrics, AI model governance signals, and policy impact KPIs presented for citizens and journalists.

Incidents resolved

Active districts

Citizen feedback analyzed

AI models deployed

Citizen satisfaction split

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Ethical AI disclosures

Vertex AI models audited quarterly with DPDP compliance reports published for public review.

Open data commitments

Backlog and satisfaction metrics made available via Open Data portal with weekly refresh cadence.

Citizen privacy

Sensitive identifiers scrubbed using BigQuery DLP before data leaves secure perimeter.