AACF
Governance & Accountability ยท GOV-06

AI inventory

The organisation keeps a current inventory of the AI it uses, including AI built into bought products and services, with enough detail to govern it.

Why it matters

An organisation cannot govern, secure or explain AI it does not know it has. A growing share of AI arrives inside products already in use, so an inventory of in-house builds alone gives a false sense of control.

Levels
0 AbsentConfirmed absent: the evidence shows nothing is in place. Not known is recorded as insufficient evidence, not 0.
1 InitialNo inventory; knowledge of what AI is in use is scattered or absent.
2 DevelopingA partial list exists, usually of in-house projects, missing AI embedded in bought products or used informally.
3 DefinedA maintained inventory covers in-house, procured and embedded AI, with the details needed to govern each entry and links to its models, data and integrations.
4 ManagedThe inventory is reconciled against procurement, technology and data records, and its completeness is measured.
5 OptimisingThe inventory feeds portfolio, risk and transparency reporting automatically and is used as the organisation's single view of AI.
Level 3 criteria

Level 3 is met when every applicable criterion is met. Criteria marked with an overlay apply only to organisations with that characteristic (overlays).

  1. GOV-06.1 A maintained AI inventory covers in-house, procured and embedded AI.
  2. GOV-06.2 Each inventory entry records its purpose, owners, risk tier and status.
  3. GOV-06.3 Each inventory entry records its regulatory risk classification and the reasons for it.
  4. GOV-06.4 Each inventory entry records the supplier or source of the use and of its components.
  5. GOV-06.5 Each inventory entry is linked to its models, data sets and integrations.
  6. GOV-06.6 For each agent, the inventory records the tools, systems and data it can act on, and what it can do without a person's approval. AGT
Assessment questions
  • Is there a list of the AI in use, and who keeps it up to date?
  • Does it include AI built into products and services you have bought?
  • How would a new use of AI get onto it?
Evidence an assessor would expect
  • For each agent: the tools, systems and data it can act on, and its approval thresholds
  • The inventory itself, with a recent update date
  • The process or form that adds and removes entries
  • Regulatory classification and reasons recorded against inventory entries
How to reach Level 3
  1. Set up an inventory with fields for purpose, owners, risk tier, regulatory risk classification with reasons, status, and the supplier or source of the use and its components.
  2. Find AI in use by asking teams, checking procurement and licence records, and reviewing products with built-in AI features, covering in-house, procured and embedded AI.
  3. Link each entry to its models, data sets and integrations, using existing data and system catalogues where they exist (see DAT-04 and TEC-04).
  4. Name an inventory owner and make updating it part of go-live, change and retirement (POR-03 and POR-09).

Common pitfalls

  • Missing AI built into everyday products such as office suites and service platforms.
  • Building the inventory once and never updating it.

Starter artefacts

  • AI inventory template with required fields
  • Discovery questionnaire for teams and suppliers
Ownership and sequence
Accountable
ai governance lead
Contributors
delivery lead, security lead, business owner
Depends on
GOV-01
Roadmap step
3
Lifecycle
acquire_build, deploy, operate, retire
Cross-references
AI Cyber Security Code of Practice5.1 direct
Algorithmic Transparency Recording StandardTier 1 Summary information direct; Tier 2 Description and rationale partial; Tier 2 Tool specification partial; Scope tools in scope partial; Scope timing and updates partial
EU AI ActArt 6 direct
ISO/IEC 42001A.4.2 partial; A.4.3 direct
JSP 936 Part 1para 13 partial; para 39 direct; para 88 partial; para 104 direct
NIST AI 600-1R12 partial
NIST AI RMF 1.0GOVERN 1.6 direct; MAP 1.1 partial; MAP 2.1 partial; MAP 3.3 partial
UK Data and AI Ethics FrameworkTransparency 2 partial; SAT 1.2 partial

direct: this control at Level 3 meets the item. partial: it covers part of it.