An organization cannot manage shadow AI it cannot see.
MONITORING & AUDITAI GOVERNANCE & RISK
Maintain the AI Portfolio Inventory
The inventory records every governed AI use case, owner, status, risk tier, models, providers and production footprint.
Quarterly reconciliation compares platform usage with the governance registry to find unregistered workloads.
Can actual model traffic be mapped to registered use cases?
REMEMBERInventory should reconcile with runtime reality.
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