In-Draft Compliance Nudge Agent for Melbourne Sole Practitioners: Catch Disclosure, Citation and Privilege Risks While You Write

You’re a sole practitioner with a witness statement due at the Administrative Review Tribunal on Friday, a privilege call on a discovery bundle for the Federal Court, and no associate to second-read anything. You drafted the first pass yourself, then asked a model to tighten paragraph 14. The ART’s expert evidence practice direction sets expectations about how expert material is prepared and presented; the Federal Court’s GPN-AI sets expectations about AI use and citation accuracy. Both apply to you alone. The In-Draft Compliance Nudge Agent is built so the second pair of eyes runs inside your document while you write.

The problem

Sole practice means you are the partner, the associate, the paralegal, and the compliance check. The risks that fell to a chambers review in a larger firm — a hallucinated citation in a written submission, an AI-assisted paragraph filed without disclosure, a privileged email accidentally pasted into an exhibit list — fall to you to catch on the same day you draft them. The ART’s expert evidence direction (published with the Tribunal’s practice directions and other guidance) sets requirements for how expert reports are prepared, including the expert’s duty and the form of opinion evidence. The Federal Court’s GPN-AI requires practitioners to be responsible for the accuracy of any AI-assisted content in court documents. ASCR Rule 19 (candour to the court) does not soften because you are working alone at 11pm. A post-hoc check after lodgement is the wrong place to find a problem; the In-Draft Compliance Nudge Agent runs while the document is still on your screen.

What the In-Draft Compliance Nudge Agent does

The agent watches your draft as you write and surfaces three classes of nudge:

• Missing AI disclosure — where the document type (witness statement, expert report, written submission) is one the relevant tribunal or court expects disclosure on, the agent flags whether the draft contains the disclosure language the rules call for
• Dubious citations — every authority reference in the draft is extracted and checked against an Australian authority registry (Federal Court, Federal Circuit and Family Court, High Court, State Supreme Courts, AustLII). Suspicious or unverifiable citations are flagged in-line
• Privilege risk — passages that look like privileged correspondence (legal advice patterns, “without prejudice” markers, in-house legal communications) are flagged before they go into an exhibit, a brief, or a filing bundle

Nudges are advisory, not blocking. You decide what to act on.

How it works

1. You draft your filing in your normal editor — the agent reads the document locally, no draft content is sent to external LLMs
2. As you write, citation patterns and disclosure markers are extracted and checked deterministically against the Australian authority registry and a configured rule set per document type
3. Privilege heuristics scan paragraph-by-paragraph for language patterns characteristic of privileged communications and flag them for your review
4. Each nudge appears as an in-line comment with a recommended action (verify on AustLII, add disclosure clause, redact or relocate the flagged passage)
5. At the end of the session, a structured readiness report is produced and saved alongside the matter file — useful as a contemporaneous record if you ever need to evidence the compliance steps you took

Why this matters in Melbourne

A Melbourne sole practitioner is likely to be appearing at the ART (Commonwealth merits review), the Federal Court Victoria registry, and the Supreme Court of Victoria in the same month — three jurisdictions, three sets of rules on AI use and expert evidence, one practitioner doing the compliance work. The ART expert evidence practice direction governs how expert material is prepared for Tribunal proceedings, and the Federal Court’s GPN-AI applies to any document filed in that Court. Both put the responsibility on the individual practitioner. An in-draft check that flags missing disclosure or a dubious citation while you can still fix it is the difference between a quick edit and an adverse cost order, a reference to the Victorian Legal Services Board, or a referral under ASCR.

Sources

• Administrative Review Tribunal — Practice Directions and Other Guidance (including expert evidence practice direction): 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 Melbourne sole practitioners

The In-Draft Compliance Nudge Agent is in build. We’re scoping pricing (per-user monthly or per-matter) around how sole practitioners actually work — drafting late, lodging the next morning, with no second reader in the room. Join the waitlist and what we hear from you will shape both the nudge rules and the pricing tier you sit in.