Customer Support GenAI drift
Response variance increased across APAC launch cohort.
Owner: AI Operations
Assurance monitoring
Risk Visibility
Continuous monitoring of operational controls, trust signals, and assurance evidence across AI initiatives.
Model controls
Healthy91%
Data trust
Watch74%
Policy exceptions
High6
Audit evidence
Ready83%
Control telemetry
Live assurance signals by operating-model layer.
Responsible AI controls
91%
Data quality and lineage
74%
Human oversight coverage
82%
Scaling readiness trend
68%
Risk watchlist
Finance forecasting data lineage
Two upstream feeds missing approved ownership records.
Owner: Data Office
Vendor assurance evidence gap
Model provider attestation is overdue for legal review.
Owner: Procurement