Forum-Aware Disclosure Router for Sydney Boutique Firms: One Matter, Three Forums, Three Disclosure Templates
Your boutique runs a migration appeal at the ART on Tuesday, a commercial dispute in the NSW Supreme Court on Thursday, and a corporations matter in the Federal Court the following week. Each forum has its own expectation about how — and whether — you disclose AI assistance in preparing documents, expert reports, and submissions. With six lawyers and no compliance department, the question isn’t whether your team takes AI disclosure seriously; it’s whether the right disclosure template attaches itself to the right filing, every time, without anyone having to re-read three practice directions on a Sunday night. The Forum-Aware Disclosure Router is built for that gap.
The problem
The ART’s Expert Evidence Practice Direction sets specific expectations for how expert evidence is prepared and presented before the Tribunal, including the expert’s obligations and the form of report. The Federal Court’s General Practice Note on AI (GPN-AI) addresses the use of generative AI in proceedings and the practitioner’s responsibility for accuracy. State Supreme Courts — including the NSW Supreme Court — operate under their own rules and practice notes. A boutique firm rotating across these forums has to track three (or more) sets of disclosure obligations simultaneously.
The failure mode is mundane and serious: a draft expert report prepared with AI assistance for an ART matter gets filed with disclosure language written for a Federal Court matter — or with no disclosure language at all. Under the Australian Solicitors’ Conduct Rules, the duty of candour to the court (Rule 19) doesn’t change because your firm is small. Non-compliance with a forum’s disclosure expectations exposes the firm to adverse rulings on the evidence, costs consequences, and — where the misstep is repeated — referral to professional standards.
What the Forum-Aware Disclosure Router does
The Forum-Aware Disclosure Router is an agent that routes AI-use disclosure to the correct compliance template for the forum a document is bound for. You tell it the forum (ART, Federal Court, Federal Circuit and Family Court, NSW Supreme Court, other state Supreme Courts), the document type (submission, expert report, affidavit, statement of facts), and whether AI was used in preparation. It returns the disclosure block, the practice-direction reference, and a checklist of any forum-specific obligations attached to that document type.
The agent does not draft your evidence. It does not opine on whether AI use was appropriate. It routes — deterministically — to the disclosure template that matches the forum and document, so the right words attach to the right filing.
How it works
- Forum and document declared. The user selects the destination forum and document type from a controlled list mapped to the relevant primary source (ART Expert Evidence Practice Direction, Federal Court GPN-AI, state Supreme Court rules).
- AI-use facts captured. A short structured intake records what AI assistance was used, by whom, at what stage, and whether outputs were verified.
- Template routed. The agent returns the disclosure block specific to that forum-document pair, with the practice-direction citation embedded.
- Verification step. The output is paired with RuleCheck’s deterministic citation and rule-reference checker so the practice-direction references in the disclosure block are verified against the live source list before the document leaves the firm.
- Audit log entry. The routing decision — forum, document, template version, timestamp, user — is written to a matter-level audit log for governance purposes.
Why this matters in Sydney
Sydney boutiques sit at the intersection of every forum that matters for AI disclosure. The Federal Court’s principal registry is in Sydney. The ART hears a substantial migration, NDIS, and Commonwealth-benefits caseload from Sydney practitioners. The NSW Supreme Court runs one of the country’s busiest commercial and equity lists. A boutique migration and commercial-litigation practice in Sydney will routinely have matters live in all three forums in the same week — and the disclosure expectations don’t harmonise themselves.
For a firm with under ten lawyers, the cost of building internal compliance infrastructure for every forum is not proportionate to the matter load. The Forum-Aware Disclosure Router is designed to substitute for that internal infrastructure: a narrow, deterministic agent that knows which template belongs to which forum, and refuses to let the wrong one out the door.
Sources
- Administrative Review Tribunal — Practice Directions and Other Guidance (including the 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
- Federal Court of Australia — Rules, Acts & Regulations: https://www.fedcourt.gov.au/law-and-practice/rules-acts-and-regulations
- Law Council of Australia — Australian Solicitors’ Conduct Rules: https://lawcouncil.au/policy-agenda/regulation-of-the-profession-and-ethics/australian-solicitors-conduct-rules
Exegesis capability references:
Join the waitlist
We’re scoping pricing for firms under ten lawyers — likely per-matter or small-firm licence. Join the waitlist and we’ll let you know when access opens; what you tell us about your forum mix will shape the tier you sit in.