About Matter Desk
Australian law deserves Australian AI.
Matter Desk is designed for Australian law firms. Research and first-draft memos stay connected to the matter, with Australian source material for lawyer review.
The problem
Legal research, document review, and memo drafting need clear matter context and relevant sources. Australian practitioners need to check the applicable law and jurisdiction before relying on a draft.
AI output can contain mistakes or unsupported claims. For Australian practice, every authority must be verifiable and every output must be reviewable.
What Matter Desk does
Matter Desk is an AI legal workbench designed specifically for Australian practitioners. Core legal-work features can be matter-linked: streaming research with inline citation hover cards, document analysis, IRAC memos with Word export, limitation deadlines across 9 jurisdictions, partner-only firm conflict name-search history, time tracking, and correspondence all connect to a single matter record. Navigate the entire workspace with Cmd+K. After every research answer, suggested follow-up questions help you go deeper. The matter memory graph carries context across sessions and flags contradictions.
When Matter Desk cannot verify an authority, it says so. The output shows “Authority not verified” rather than fabricating a citation. Every AI output requires human review before client-facing use. Deadlines are deterministic, versioned, and require explicit human confirmation.
Principles
What we believe
These are not values statements written for a landing page. They are decisions we made that constrain the product, and that a managing partner should be able to hold us to.
Accuracy before speed.
A fast wrong answer in legal work costs clients and careers. Matter Desk links retrieved Australian authorities to their sources and flags unmatched citations for independent lawyer verification.
The solicitor is always responsible.
AI assists. The practitioner decides. Every output requires human review before client-facing use. Deadlines require explicit human confirmation. We designed this in from day one, not as a disclaimer, but as the product.
Small firms deserve BigLaw tools.
The 25,000 small and mid-sized firms across Australia handle the matters that affect real people. These firms have been underserved by legal technology for decades. Pricing that respects their economics is not optional.
Transparency over confidence.
When Matter Desk cannot verify an authority, it says so. The exact phrase is “Authority not verified.” When AI is used in a matter, it is logged. When a deadline rule is uncertain, it flags that uncertainty. We would rather make you cautious than confident in the wrong thing.
Under the hood
How source matching works
When Matter Desk answers a legal research question, retrieved source records are supplied to the model and cited references are reconciled against that retrieval set. A match proves retrieval provenance, not legal correctness, currency, or treatment.
1. A large, dated Australian authority index
Matter Desk runs its research over 190,000+ Australian legislation documents and 560,000+ indexed court and tribunal authorities, spanning all 9 Australian jurisdictions, alongside 50+ deterministic limitation and deadline rules. Each authority is held as a normalised Matter Desk source record. We retain the provenance of every record internally, and a citation links back to its source text wherever a link is available, so you can open what the answer relied on rather than take our word for it. Coverage to 31 March 2026.
2. Semantic vector search + keyword fallback
Every research question triggers a two-pass retrieval: first a semantic vector search using real embeddings that finds conceptually related legislation and cases (not keyword matching), then a keyword fallback to catch exact statutory references (e.g. “s 387 Fair Work Act”) that the semantic pass might miss. Retrieved chunks are ranked by relevance and passed to the AI as the source of truth.
3. Retrieved-reference reconciliation
The AI is instructed to answer only from retrieved chunks. Server-side reconciliation then compares each cited reference with the exact retrieval set. Matched references retain their source provenance; an unmatched reference is not promoted to a trusted citation. Lawyers must still check the source text, proposition, currency, and treatment.
4. “Authority not verified” when no match is found
If no relevant chunk is found, or if the question falls outside the current knowledge base, Matter Desk returns the exact phrase “Authority not verified” rather than fabricating a source. This is enforced at three layers: the system prompt, a server-side check on the AI response, and the UI display. A hedged confidence score that might mislead is never shown.
5. Human review required on every output
Every AI-generated research answer includes a mandatory human review disclaimer. Matter Desk is a starting-point research tool, not a final authority. The practitioner is responsible for verifying citations, checking currency of legislation, and applying professional judgment before relying on any output in client-facing work.
Coverage note: The current knowledge base covers the most commonly cited Commonwealth and State legislation for employment, commercial, litigation, and property practice areas, and is current to 31 March 2026. Authorities decided, and legislation amended, after that date are not yet indexed. Jurisdiction and practice-area coverage is set out on the data coverage page.
The team
Built by Uptrail
Matter Desk is built by Uptrail, an Australian AI product studio. We build production-grade AI systems, not wrappers around third-party AI APIs. Our document intelligence systems process complex documents at scale, extracting structured data from unstructured text with verifiable accuracy.
We chose legal because it is where AI can have the most impact on professional productivity while requiring the most rigorous approach to accuracy, privacy, and compliance. Australian law is our first market because we are Australian, we understand the regulatory landscape, and the 25,000+ legal businesses in this country deserve tools built on Australian authority rather than adapted from a United States or United Kingdom corpus.
Our commitments
- Australian-region customer storage. Primary customer databases and matter-document storage use Australian regions. This does not establish Australian storage or processing for every operational record or service provider. AI-assisted features send relevant matter content to a third-party AI provider; processing and storage may occur outside Australia. Matter Desk does not claim provider zero-retention or no-training until the applicable account controls and written terms are independently verified. Assessment of overseas providers' locations, terms and controls, including the steps required under APP 8 where applicable, is not yet complete.
- Client-data use. Matter Desk does not train its own models on client matter data. Provider zero-retention and no-training controls are not claimed until the applicable account controls and terms are independently verified.
- Human review on every output. AI assists; the solicitor decides. No output goes to clients without a practitioner sign-off.
- Citation honesty. If we cannot verify an authority, we tell you. The exact phrase is “Authority not verified,” not a hedged confidence score.
- Transparent pricing. Cohort firms receive pricing, included usage, and cancellation terms in writing before onboarding.
Roadmap
Matter Desk works alongside your existing practice management system. We are building integrations for the major Australian practice-management platforms. API access is available on request for firms that want to connect their workflow tools. Contact hello@matterdesk.ai for the integration roadmap.
Contact
Questions, partnership inquiries, or to book a walkthrough: Contact us or email hello@matterdesk.ai
Privacy inquiries: privacy@matterdesk.ai
Matter Desk Pty Ltd · ACN 697 017 502 · Sydney, Australia
See how your team would use MatterDesk.
Book a 15-minute walkthrough on a sample matter in your practice area. Follow the research, inspect the sources and review a first-draft memo. We will also discuss your team, data-handling requirements and pricing.