Practical guide

How to build an AI register: a practical guide

It is difficult to govern AI use that you cannot see. An AI register, sometimes called an AI inventory, is a single list of the AI tools and automated decision systems your organisation uses, and it underpins almost every other governance control.

By Govern AI Aussie 3 min read

What to include

Keep it practical. A spreadsheet is a perfectly good start. These fields cover most needs:

FieldExample
System or use caseCredit application pre-assessment
Business ownerHead of Lending
Vendor / modelThird-party decisioning platform
PurposeScore applications and automatically decline those below a set threshold
Personal information usedIdentity, income, expenses, credit report data
Sensitive information?No
Decision roleMakes decision / substantially supports / minor help
Impact on individualsHigh: affects access to credit
Human oversightDeclines reviewed on request; overrides logged
Disclosed in privacy policy?To be updated before 10 Dec 2026
Last reviewed / next reviewNov 2026 / May 2027

Building the register

  1. Agree what counts. Define “AI and automated decision systems” broadly: machine learning models, generative AI, scoring and rules engines, and AI features in SaaS products.
  2. Collect. Ask each business unit, check procurement and SaaS records, and include staff use of public tools (see shadow AI).
  3. Assign owners. Every entry needs a named business owner, not just IT.
  4. Rate impact. Flag systems that affect people’s rights, money, jobs, health or access to services. These need deeper assessment.
  5. Link to actions. Use the register to drive updates to your privacy policy, vendor reviews and monitoring.
  6. Keep it alive. Make registration part of procurement and change management, and review it at least twice a year.

Who should own it?

Usually a central function maintains the register, such as risk, privacy or a cross-functional AI governance group. It while business owners keep their entries accurate. Senior leadership should see a summary of high-impact systems regularly.

Where to find authoritative guidance

Refer to the OAIC, the Federal Register of Legislation, and the Australian Department of Industry. New to the terminology? See our AI governance glossary. This article is general information, not legal advice.

Not sure where you stand? Try the free automated decision scope check or the AI governance readiness checker. Both are indicative starting points, not certifications.
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