Operating guide · AI governance

Preparing an Australian Privacy Principles entity for automated-decision transparency

A decision inventory and privacy-policy readiness programme for the December 2026 change.

Where things stand

The operating problem

A medium organisation uses recruitment, fraud, customer prioritisation and service platforms supplied by several vendors. No central record shows where personal information influences significant decisions.

A better working position

The organisation has checked Privacy Act coverage, inventoried potentially qualifying decisions, mapped information and responsibility, assessed significance with appropriate advice and aligned privacy wording and operating controls.

Gaps to close

  • Meet a fixed commencement date
  • Find configured and outsourced decisions
  • Avoid over-claiming legal certainty
  • Align public policy with real operations

Decisions to settle

  • Which entities and activities are covered
  • Which decisions could significantly affect rights or interests
  • What public description is accurate
  • What legal review is required
  • When the inventory must be rechecked after vendor or workflow changes

How to know it is working

  • Coverage decision is recorded
  • System and process owners attest to the inventory
  • Policy wording maps to actual decision types and data
  • Complaints and correction pathways are operational

Working documents

  • Automated-decision inventory
  • Data and responsibility map
  • Draft privacy-policy schedule
  • Gap and review register

Putting the routine in place

  1. 01

    Coverage and interpretation

    Confirm Australian Privacy Principles entity status and establish legal escalation for uncertain scope and significance questions.

  2. 02

    Decision discovery

    Interview process and system owners about ranking, approval, rejection, pricing and other significant effects.

  3. 03

    Data and control map

    Record personal-information types, program role, human role, vendor, owner, notices and challenge path.

  4. 04

    Policy and operation

    Draft specific policy wording and align notices, contracts, staff procedure, complaints and review.

Useful operational references

  1. Office of the Australian Information Commissioner — Australian Privacy Principle 1
  2. Office of the Australian Information Commissioner — Transparency in automated decision making
  3. Office of the Australian Information Commissioner — Small business and the Privacy Act

A practical next step

Plan the work around the real environment.

Share what is not working, what is changing or what decision needs to be made. Technical answers can come after the business context is clear.