In-Draft Compliance Nudge Agent for Melbourne Boutique Firms: Catch Missing Disclosures and Dubious Citations Before You Hit Send
You run a six-lawyer Collins Street practice. Your associate is finalising an Administrative Review Tribunal submission for a migration matter at 9pm — the witness statement attached references a tribunal decision the associate found via a chat tool. The disclosure paragraph about AI assistance hasn’t been added. Privilege markings on the annexed advice are inconsistent. Nobody is going to catch this before lodgement tomorrow because there is nobody else in the office. The In-Draft Compliance Nudge Agent is built to flag these failures while the document is still being written — not after filing.
Why it matters now
The Administrative Review Tribunal publishes practice directions and guidance for professionals and practitioners appearing before it, including expectations around expert evidence and the conduct of representatives. For boutique firms without a dedicated risk function, the compliance load — AI disclosure, citation accuracy, privilege protection, conflict screening — sits on the same lawyer drafting the document. The Australian Solicitors’ Conduct Rules (Rule 19, candour to the court; Rule 20, prior inconsistent statements; Rule 31, inadvertent disclosure) apply equally to a two-partner firm and a 200-partner firm, but the surface area for slips is greater when one person carries drafting, review, and filing on the same matter. Documented instances of AI-generated fictitious authorities reaching court and tribunal submissions have produced adverse cost orders and referrals to professional standards bodies. The risk is not theoretical, and the Federal Court’s GPN-AI sets a clear bar that other Australian forums — including the ART — are aligning with.
The 5-minute view
- A small-firm drafter rarely gets a second pair of eyes before lodgement — the nudge has to happen while the document is being written
- AI disclosure obligations vary by forum; ART practice directions and Federal Court GPN-AI are the two most likely to apply to a Melbourne boutique handling tribunal and federal work
- Citation hallucination is the dominant AI-specific failure mode — fictitious case names, invented paragraph references, wrong court or year
- Privilege risk in draft documents (advice fragments pasted into submissions, client communications quoted without privilege markings) is a separate but co-located problem
- The In-Draft Compliance Nudge Agent watches the document as it is written and flags missing AI disclosure paragraphs, citations that fail verification, and privilege patterns that look unsafe
- It runs locally — the draft does not leave your environment
What Exegesis is building
The In-Draft Compliance Nudge Agent is part of RuleCheck by Exegesis — a local-first, deterministic, no-external-LLM compliance checker for Australian legal teams. RuleCheck is live in beta at rulecheck.onrender.com. The Nudge Agent extends the same verification logic used by the Citation Verification Agent into the drafting workflow: as the document is edited, the agent extracts citation patterns and queries an authority registry (Federal Court, Federal Circuit and Family Court, High Court, State Supreme Courts, AustLII) deterministically, checks the document for the presence of an AI-use disclosure paragraph appropriate to the target forum, and scans for privilege patterns (e.g. quoted advice without privilege markings). The architecture is intentionally narrow: it does not generate new legal content, does not transmit drafts to external services, and does not retain document content beyond the configured session.
How it works
- The drafter opens or pastes a working
.txtor.mddraft into the RuleCheck interface and selects the target forum (e.g. ART, Federal Court, state Supreme Court) - The agent extracts every cited authority and verifies it against the Australian authority registry — verified, mismatched, or not found
- The agent checks for the AI-use disclosure paragraph required by the selected forum’s practice direction and flags its absence
- The agent scans for privilege risk patterns — quoted client advice without markings, inadvertent disclosure indicators — and flags them with recommended actions
- A live nudge panel returns each finding with a status and a recommended fix; the drafter resolves them before lodgement and exports an audit log entry for the matter file
Why this matters in Melbourne
Melbourne boutique firms handle a heavy mix of Administrative Review Tribunal work (migration, NDIS, veterans’ entitlements, social security review), Federal Court matters, and Victorian Supreme Court litigation. Each forum has its own practice direction or guidance — the ART publishes practice directions for professionals and practitioners, the Federal Court issues GPN-AI, and the Supreme Court of Victoria has its own rules. A boutique drafter on a tight filing window cannot realistically cross-check every authority and disclosure obligation manually for every document. The In-Draft Compliance Nudge Agent reduces the compliance check from a separate pre-lodgement step (often skipped under deadline) to a continuous background signal while drafting.
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:
Join the waitlist
The In-Draft Compliance Nudge Agent is in build on top of RuleCheck’s live verification logic. We’re scoping the right pricing structure (per-user monthly or firm-licence) for firms under ten lawyers. Join the waitlist and we’ll let you know when access opens — and what we hear from you will shape how the tier you sit in actually works.