In-Draft Compliance Nudge Agent for Brisbane Boutique Firms: Catch Disclosure Gaps and Citation Risks Before They Reach the Tribunal

You run a six-lawyer firm in the CBD. There’s no in-house knowledge management team, no compliance officer, and the senior associate drafting tomorrow’s ART submission is using an LLM to draft the chronology section. The Administrative Review Tribunal’s practice directions on expert evidence and the Federal Court’s GPN-AI both expect disclosure and verification — but disclosure works only if the drafter knows, in the moment, that an obligation has been triggered. The In-Draft Compliance Nudge Agent is built to sit alongside the draft and flag the issue before the document leaves the firm.

The problem

Boutique firms in Brisbane carry the same regulatory load as a big-six practice but with a fraction of the review layers. A solicitor drafting an ART witness statement at 9pm has no reviewing partner reading over their shoulder, no precedent bank flagging when an AI-assisted paragraph needs a disclosure footer, and no automatic check that the three authorities cited in the submission actually exist. The Administrative Review Tribunal’s practice directions and guidance for professionals set expectations around expert evidence and conduct before the Tribunal. The Federal Court’s General Practice Note on AI (GPN-AI) requires practitioners to take responsibility for AI-generated content in filed documents. Australian Solicitors’ Conduct Rule 19 imposes a candour duty that extends to fictitious or misattributed authorities. The gap a small firm faces is not the rule — it’s the workflow that catches the rule being broken before the document is lodged.

What the In-Draft Compliance Nudge Agent does

The In-Draft Compliance Nudge Agent watches a draft as it is written and surfaces three classes of issue in-line:

• Missing AI disclosure — paragraphs that look model-generated where the document type (e.g. an ART expert report, a Federal Court submission) carries a disclosure expectation
• Dubious citations — case names, paragraph references and court designations that don’t match the Australian authority registry
• Privilege risks — text that appears to import client-privileged content into a section that will be served on the other side, or external API calls that would route privileged content through a third-party model

It runs locally. It does not transmit the draft to an external LLM. It produces an in-draft nudge plus a pre-lodgement compliance summary the supervising solicitor can sign off on.

How it works

1. Install locally. The agent runs on the drafter’s machine or the firm’s own infrastructure — no draft content leaves the firm’s environment.
2. Hook into the draft surface. The agent reads the working document (Word, Markdown, or plain text) as it is edited.
3. Run the rule set. Three checks fire in parallel: a citation extractor cross-references each cited authority against an Australian authority registry (Federal Court, Family Court, High Court, State Supreme Courts, AustLII); an AI-disclosure heuristic flags paragraphs likely to need disclosure given the document type; a privilege classifier flags content that should not be in the section being drafted.
4. Surface nudges in-line. Issues appear as margin comments or inline annotations the drafter can resolve, suppress with a reason, or escalate to the supervising solicitor.
5. Generate a pre-lodgement summary. Before filing, the agent produces a one-page compliance summary listing every nudge raised, how it was resolved, and the residual risk — suitable for the matter file.

Why this matters in Brisbane

Queensland boutique firms appear regularly before the Administrative Review Tribunal on migration, NDIS, social services and veterans’ matters, as well as before the Federal Court on appeal. The ART’s practice directions and professional guidance set expectations around expert evidence and conduct. The Federal Court’s GPN-AI applies the moment a Brisbane practitioner files in the Federal Court registry. Without a partner-led review layer, the practical risk is not that boutique solicitors don’t know the rules — it’s that the drafting moment and the compliance-check moment are separated by hours or days. A nudge at the point of drafting closes that gap.

Sources

• Administrative Review Tribunal — Practice Directions and Other Guidance: https://www.art.gov.au/help-and-resources/professionals-and-practitioners/practice-directions-and-other-guidance
• Federal Court of Australia — Use of Generative Artificial Intelligence Practice Note (GPN-AI): https://www.fedcourt.gov.au/law-and-practice/practice-documents/practice-notes/gpn-ai
• Law Council of Australia — Australian Solicitors’ Conduct Rules: https://lawcouncil.au/policy-agenda/regulation-of-the-profession-and-ethics/australian-solicitors-conduct-rules
• AustLII (Australasian Legal Information Institute): https://www.austlii.edu.au/

Exegesis capability references:

• RuleCheck by Exegesis — live beta
• In-Draft Compliance Nudge Agent spec

Join the waitlist

Join the waitlist — be the first to know when the In-Draft Compliance Nudge Agent opens for Brisbane boutique firms

We’re scoping the right packaging for boutique firms — per-seat, per-matter, or firm-licence — based on what early users tell us. Join the waitlist and the way you use the agent will shape how the tier you sit in is priced.