Filing Verification Gateway for Melbourne Boutique Firms: Catch AI-Use Disclosure Gaps Before They Reach the Tribunal
You’re a four-partner firm in the CBD. Your migration practice runs ART matters back-to-back, your commercial team is preparing an expert report for a Supreme Court matter, and you don’t have a dedicated risk officer reading every draft before it goes out. Last week a junior used a chatbot to summarise a witness statement. This week you’re filing expert evidence at the Administrative Review Tribunal. Somewhere between “the associate ran it through an LLM” and “the document was lodged” sits the disclosure question — was AI used in preparing this material, and did the filing say so in the form the Tribunal expects? The Filing Verification Gateway is the pre-lodgement checkpoint that asks that question for you, on every draft, before it leaves the firm.
The problem
The Administrative Review Tribunal publishes practice directions and guidance covering how proceedings are conducted, including expectations around expert evidence and party conduct. For a boutique firm, the operational risk isn’t ignorance of the rules — your partners know them. It’s coverage. A 9-lawyer firm doesn’t have a filings desk. Drafts move from a senior practitioner to a paralegal to the lodgement portal in hours, sometimes minutes. Any one of those handoffs is where:
- An AI-generated paragraph slips through without being flagged for disclosure
- An expert report attachment fails to acknowledge the tools used in its preparation
- A citation introduced during AI-assisted drafting goes to the Tribunal unverified
- A filing template that pre-dates current AI disclosure expectations gets reused
Disclosure non-compliance is rarely deliberate. It’s a process gap. Boutique firms feel that gap most acutely because the same person who knows the rule is also the person under deadline pressure.
What the Filing Verification Gateway does
The Filing Verification Gateway is the orchestration layer of RuleCheck by Exegesis — the open-source pre-lodgement checker for Australian legal teams. Where the Citation Verification Agent runs one check, the Gateway runs a battery: citation verification against the Australian authority registry, AI-use disclosure detection (scanning for stylistic and structural markers consistent with AI-generated text, and cross-checking whether the filing contains the disclosure language the matter type requires), template hygiene checks, and structured output flags for human review.
It is local-first. Drafts are not transmitted to external LLMs. The verification logic is deterministic — pattern extraction and registry lookup, not model inference — which is what makes it appropriate to sit in the path between drafting and lodgement at a small firm without a dedicated tooling team.
How it works
- Upload the draft.
.txtor.mdfiling drafts go in through the RuleCheck interface. No content leaves your environment for third-party model inference. - The Gateway runs the battery. Citation extraction and verification against the authority registry; AI-use disclosure scan; structural checks against the matter type you’ve selected (ART expert evidence, Federal Court submission, Supreme Court affidavit, etc.).
- A structured readiness report is produced. Every citation gets a status (verified / mismatched / not found). Every AI-use indicator gets flagged with the relevant disclosure question for a human to answer. Template and structural gaps are listed with the rule or practice direction they relate to.
- A practitioner signs off. The Gateway does not lodge anything. It produces the artefact that lets a partner say “I have a reason to believe this filing is ready” — and an audit-log entry recording that the check ran.
- The report is archived alongside the matter file. Markdown output, suitable for a matter folder, useful if the Tribunal or a regulator later asks how AI-use was managed.
Why this matters in Melbourne
Melbourne boutique firms working ART matters — migration, NDIS, veterans’ affairs, social services review, taxation — are filing expert evidence and submissions on tight cycles, often with external experts whose own drafting workflow you don’t control. The Tribunal’s practice directions and guidance set the standards practitioners are expected to meet, and the burden of complying sits on the representative on the record, not on the expert who drafted the report. For a firm of under 10 lawyers, the cost of one disclosure failure — a referral to the Victorian Legal Services Board, a costs argument, a client relationship — vastly outweighs the cost of running every draft through a deterministic gateway before it leaves the office. The Gateway is built to be the missing step in a boutique workflow, not an additional one.
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
- RuleCheck by Exegesis (open source): https://github.com/andrefabre/rulecheck
Join the waitlist
The Gateway is being scoped now. We’re working out the right packaging for firms under 10 lawyers — per-matter, per-seat, or a flat firm licence — and what we hear from waitlist firms will shape that. Join the list and we’ll come back to you with access details and pricing as it firms up.