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    An AI catalog (also called an AI registry or AI inventory) is a structured database of every AI tool, service, and feature that has been discovered, evaluated, or approved within an organization. A well-maintained catalog typically tracks:

    • Tool name, vendor, and category
    • Current status (approved, under review, denied, discovered/unreviewed)
    • Risk score and compliance assessment
    • Data handling and privacy practices
    • Who requested it and which departments use it
    • Review history and approval decisions
    • Associated controls and policies

    The catalog serves as the single source of truth for an organization's AI landscape — it answers the question "what AI are we using?" at any point in time.

    Why it matters

    When a regulator, auditor, or board member asks "what AI tools does this organization use?" the catalog is the answer. Without one, that question triggers weeks of manual investigation.