Filing Verification Gateway for Sydney Boutique Firms: Catch AI-Use Disclosure Gaps Before Lodgement

You run a six-lawyer firm in Sydney. The expert report you’re filing at the ART next week was drafted with model assistance — the expert told you so on the call, the junior tightened the prose, and somewhere in the chain a disclosure obligation now applies that didn’t a year ago. You don’t have a partner with a half-day to do a final pass. You don’t have a precedent in your DMS that flags this. The Filing Verification Gateway is built to be that final pass — automated, deterministic, run on every draft before it leaves the firm.

Why it matters now

The Administrative Review Tribunal publishes practice directions and other guidance governing how proceedings are conducted, including the form and content expected of expert evidence and party submissions. Where AI tools have contributed to material filed with the Tribunal, practitioners face disclosure expectations that have moved quickly — and unevenly — across federal and state jurisdictions. The Federal Court’s General Practice Note on AI (GPN-AI) sets the federal benchmark: practitioners are responsible for the accuracy of citations and for appropriate disclosure of generative AI use. The Australian Solicitors’ Conduct Rules (Rule 19, candour to the court) extend the duty of honest dealing to anything filed, irrespective of who or what drafted it. For a boutique firm, the practical problem isn’t whether the rule applies — it’s whether you have a process that catches a non-compliant draft before it’s lodged. Manual checklists work until the week you’re under pressure. The week you’re under pressure is the week you’ll miss one.

The 5-minute view

• AI-use disclosure non-compliance is the failure to disclose, or to correctly characterise, the contribution of generative AI to a document filed with a tribunal or court where disclosure is required
• The ART expects parties and practitioners to follow its practice directions, which set out expectations for evidence and conduct in proceedings
• Federal Court GPN-AI requires verification of citations and appropriate disclosure of generative AI use in proceedings
• ASCR Rule 19 (candour to the court) extends to AI-assisted drafting — what’s filed has to be what it presents itself to be
• Boutique firms typically don’t have an in-house compliance function running pre-lodgement review; the duty sits with the lawyer signing the document
• The Filing Verification Gateway runs a battery of checks — citation verification, AI-use disclosure flag, rule-set conformance — against every draft before lodgement
• The gateway runs locally; no draft content leaves your environment to be processed by an external model

What Exegesis is building

The Filing Verification Gateway is the core orchestration layer of RuleCheck by Exegesis — a local-first, deterministic, no-external-LLM pre-lodgement filing checker for Australian legal teams. RuleCheck is live in beta at rulecheck.onrender.com and accepts .txt or .md filing drafts. The Gateway sequences the underlying agents — citation verification against the AustLII-backed authority registry, AI-use disclosure pattern detection, and rule-set conformance checks against the relevant practice direction or court rules — and returns a single consolidated readiness report. The architecture is intentionally narrow: it does not generate new legal content, does not store filing drafts beyond the configured retention period, and does not transmit content to external services. For a boutique firm, that narrowness is what makes the tool deployable — there’s no separate vendor security review for a model API, because there isn’t one.

How it works

1. Upload the draft filing (.txt or .md) to the RuleCheck web interface
2. The Gateway routes the draft through each verification agent in sequence — citations checked against the authority registry, disclosure language patterns scanned, rule-set conformance evaluated against the configured framework (e.g. ART practice directions, Federal Court rules)
3. Findings are aggregated into a single Filing Readiness Report with per-check status and recommended action
4. The report is returned via the web interface within seconds to a minute for documents under 10 pages
5. Optional audit log entry is written for governance and matter-file purposes

Why this matters in Sydney

Sydney boutique firms practising in administrative review, employment, planning, and commercial work are filing into the ART, the Federal Court, and the NSW Supreme Court — three rule sets with different and evolving expectations for AI use. A six- or eight-lawyer firm cannot reasonably staff a partner-led pre-lodgement review on every filing, but the duty of candour and the practice-direction obligations don’t scale down for firm size. The Filing Verification Gateway sits in the gap: deterministic, fast, run on every draft, with an auditable output that demonstrates the firm took reasonable steps before lodgement.

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/

Join the waitlist

Join the waitlist — be the first to know when pricing and access tiers launch for Sydney boutique firms

RuleCheck’s Filing Verification Gateway is live in beta. We’re scoping the right pricing structure (per-filing, per-user monthly, or firm-licence) based on demand from boutique practices. Join the waitlist and we’ll let you know when access opens — and what we hear from you will shape how the pricing tier you sit in actually works.