WisdomPrompt AI Governance Resource

AI Component Inventory

Maintain an AI component inventory for applications, models, agents, squads, tools, MCP servers, vendors, and internal AI-built apps.

Direct answer

An AI component inventory is the operating record of the AI systems an organization uses or builds. WisdomPrompt keeps components, owners, vendors, intended use, approvals, evidence, and relationships visible so teams can govern real AI activity instead of chasing scattered spreadsheets.

How the workflow works

  1. Register AI systems, agents, models, prompts, tools, integrations, MCP servers, vendors, and internal apps.
  2. Assign owners, business purpose, risk context, approval status, and review cadence.
  3. Snapshot component state when approvals change or audits need proof.
  4. Link components to evidence, risks, policies, controls, and findings.

Evidence WisdomPrompt keeps visible

  • Approved snapshots separate current state from observed state
  • Relationships between agents, tools, models, and data sources
  • Owner and review status for every governed component

FAQ

Why not use a spreadsheet?

Spreadsheets decay quickly once agents, tools, approvals, risks, and evidence records need relationships and change history.

Should MCP servers be inventory items?

Yes. MCP servers expose tools and data access paths, so they belong in the AI component inventory with owners, permissions, and evidence.

How often should the inventory be reviewed?

High-risk or customer-facing AI should be reviewed more often, but every inventory item needs an owner and a defined review cadence.