Adverse Costs Exposure Advisor for Brisbane Boutique Firms: Quantify Your AI-Misuse Risk Before You File

You run a six-lawyer Brisbane practice. One of your senior associates drafted a witness statement for an ART matter using an LLM to tighten the structure. The brief goes out tomorrow. You have a feeling — not certainty — that somewhere in that file is an exposure your professional indemnity insurer would rather not hear about: an unverified citation, an AI-summarised exhibit, an expert report whose underlying reasoning the witness can’t fully reconstruct. For a small firm, a single adverse costs order on the indemnity basis can swallow a quarter’s margin. The Adverse Costs Exposure Advisor is built to put a number on that risk before you lodge.

Why it matters now

The Administrative Review Tribunal’s practice directions, including guidance on expert evidence, set expectations that practitioners are responsible for the accuracy and proper basis of material put before the Tribunal. Where AI tools have been used in the preparation of evidence, submissions, or expert reports, that responsibility doesn’t transfer to the tool. The Federal Court’s General Practice Note on AI (GPN-AI) is explicit that practitioners must verify AI-generated content before filing — and that failure to do so may attract adverse costs consequences. The Australian Solicitors’ Conduct Rules (Rule 19, candour to the court; Rule 17, independence) apply with equal force to AI-assisted work product.

For a boutique firm, the exposure compounds. Unlike a national firm with internal risk committees and dedicated AI governance, a sub-10-lawyer practice typically has the principal reviewing their own work and that of one or two associates. There is no second line of defence. An adverse costs order — particularly one on the indemnity basis, or a referral to the Queensland Legal Services Commission — has direct and immediate consequences for the firm’s solvency, insurance renewal, and standing.

The 5-minute view

Adverse costs exposure from AI misuse arises wherever a generative tool has touched material that ends up before a court or tribunal — citations, witness statements, expert reports, submissions, chronologies
The exposure isn’t only the cost order itself — it includes professional standards referral, indemnity insurance impact, and reputational damage in a market where boutique firms compete on principal-level judgement
ART expert evidence directions require the expert to identify the basis of their opinion; AI-assisted reasoning the expert cannot reconstruct is a structural problem, not a stylistic one
GPN-AI requires verification and, in some cases, disclosure of AI use
The Adverse Costs Exposure Advisor analyses a draft or matter file and returns a per-document exposure assessment with recommended remediation steps
It runs pre-action — before the brief is sealed, before the affidavit is sworn, before the costs schedule is exchanged
Output is a written assessment suitable for principal sign-off and PI insurer file note

What Exegesis is building

The Adverse Costs Exposure Advisor is a Tier-3 (T3) advisory agent in the Exegesis Legal stack, designed for the workflow constraints of small Australian firms. It accepts a matter file — pleadings, witness statements, expert reports, draft submissions — and produces a structured exposure assessment against the relevant procedural framework (ART practice directions, Federal Court GPN-AI, or applicable state Supreme Court rules). The agent does not generate legal content. It identifies and categorises risk: unverified citations, AI-touched expert reasoning that lacks a reconstructible basis, witness statements whose drafting trail is unclear, and submissions where AI use may require disclosure. Where a finding maps to a verifiable factual claim — a citation, a docket reference, a statutory provision — it is checked against the same authority registry that powers RuleCheck.

How it works

Intake — upload the matter file (draft pleadings, witness statements, expert reports, submissions) through the secure web interface; nothing is sent to external LLMs.
Document classification — the agent identifies each document type and the procedural framework that applies (ART, Federal Court, Queensland Supreme Court).
Exposure scan — each document is assessed for AI-misuse risk markers: unverified authorities, opaque reasoning chains in expert material, undisclosed AI use where disclosure is expected, citation patterns that warrant deterministic verification.
Quantified assessment — each finding is rated by severity (informational, material, critical) with a plain-English explanation tied to the specific practice direction, conduct rule, or practice note implicated.
Remediation report — a written assessment with per-finding recommended actions, suitable for principal sign-off and retention on the matter file.

The deliverable

A pre-action Adverse Costs Exposure Report covering every document in the matter file
Per-document and per-finding severity rating, framework-mapped
Recommended remediation per finding (re-verify, re-draft, disclose, withdraw)
Markdown report suitable for archiving alongside the matter file and sharing with PI insurer where required
Optional governance log entry for firm-level AI use records

CTA

Join the waitlist — be the first to know when access opens for Brisbane boutique firms

The Adverse Costs Exposure Advisor is in build. We’re scoping pricing for sub-10-lawyer firms specifically — likely a per-matter or small-firm licence model rather than enterprise seats. Join the waitlist and what we hear from you will shape the tier you sit in.

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
Federal Court of Australia — Rules, Acts & Regulations: https://www.fedcourt.gov.au/law-and-practice/rules-acts-and-regulations

Exegesis capability references:

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