AI prompt · Class Actions / Representative Proceedings

Prompt template with guardrails: reconciling registrations to the class definition

A guarded prompt for an approved, closed AI tool to compare pseudonymised registration records with the pleaded class definition and output a flag table with reasons, without deciding eligibility.

Kind
AI prompt. A prompt to give an AI tool, with the checks that go with it.
Where it applies
Australia
AI use
Yellow AI can help in set ways. A lawyer checks specific points before use.
Law stated as at
17 October 2026
Status
Maintained. Checked against the cited sources on 17 October 2026.
Version
1
Source
Written for this library

When to use it

Use within the firm's approved tool, under the intake protocol, to triage registration data against the class definition or to re-check the register after the definition is amended. Do not use with a public AI tool, or with names and contact details.

How AI may be used

The tool flags and explains; it never decides. Inputs are pseudonymised, the criteria are quoted from the pleading, and a lawyer reviews every flag other than a sampled "within criteria" result.

AI may

  • Compare each pseudonymised record with the quoted criteria and assign a flag
  • Quote the criterion and the data field relied on for each flag
  • List records with missing or contradictory data

AI must not

  • Must not be given names, contact details, account numbers or other direct identifiers
  • Must not infer facts that are not in the record
  • Must not state that a person is or is not a group member
  • Must not be run in a public or consumer AI tool

The lawyer checks

  • The criteria pasted into the prompt match the current pleading word for word
  • The output has one row per input record and no invented records
  • Every "outside", "uncertain" and "conflict" flag is reviewed by a lawyer
  • The run is logged with the date, tool, version and input file reference

Method: how the Green, Yellow and Red levels are decided. This is guidance for planning, not legal advice.

Authorities

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