AAISM governance practices state that before categorizing technologies by risk, the first step is to ensure that all AI systems are documented in the organizational asset inventory. A complete inventory provides the foundation for subsequent risk analysis, accountability, and governance. Grouping solutions, identifying vulnerabilities, and assessing risk levels come afterward, once inventory accuracy is established. Without confirming that the technologies are recorded in the inventory, risk categorization may miss critical assets.
[References:, AAISM Study Guide – AI Governance and Program Management (AI Inventories as a Prerequisite to Risk Analysis), ISACA AI Security Management – Asset Visibility and Risk Categorization, , , ]
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