MatterFirst review: document AI and practice management for boutique Australian law firms (2026/27)

This MatterFirst review looks at practice management software through the lens I care about most: document AI. Every law firm platform now claims to read your documents for you. The useful question is whether you can check what it tells you. For a boutique Australian firm of one to twenty people choosing software for 2026 and 2027, MatterFirst is the best fit I've looked at on that test, and a strong fit overall. I'll explain why, where it falls short, and how it sits against the names most firms shortlist: LEAP, Smokeball, Clio and Actionstep.

A note on where I'm coming from. I build FileAI, a tool that answers questions about contracts, tenders and policies and shows the passage each answer came from, so you can check it. I have no commercial relationship with MatterFirst or any of the products below. Everything here is based on what each vendor publishes as of October 2026, so confirm current details with them before you sign anything.

Why document AI is now the deciding feature

Matter lists, time recording, billing and trust ledgers are table stakes. Every serious practice management product does them, and has for years. What has changed is how much of a lawyer's day is spent reading: leases, contracts of sale, employment agreements, discovery bundles, due diligence folders. The products that help with that reading, safely, are the ones that will save real hours in 2026 and 2027.

From building document AI myself, I'd judge any legal document tool on five questions:

1. Does every answer show the passage and page it came from? If you can't check an answer in seconds, you'll either re-read the document anyway or trust something you shouldn't.
2. Does it say so when the document doesn't contain the answer? A tool that fills gaps with a plausible guess is dangerous in legal work. I've written about why AI makes things up on documents and how sources fix it.
3. Are client documents used to train AI? The answer should be no, in writing.
4. Where are documents processed and stored? For Australian clients, "in Australia" is the easy answer to give them.
5. Can you see what it costs? Per-page and per-question costs you can predict beat an opaque "AI add-on".

MatterFirst answers all five well, which is unusual.

What MatterFirst is

MatterFirst is a practice management platform built specifically for Australian boutique firms of roughly 1 to 20 users, by NorthCape Technology. It describes itself as AI-native: the assistant, document reading and automation are part of the core product rather than bolted onto an older system.

The idea is one continuous thread from intake to invoice. A matter starts as an enquiry or intake form, moves through configurable workflows, collects documents, time and trust transactions along the way, and ends in a bill, without staff retyping the same details between systems.

The main pieces:

• Matter management and workflows. Configurable matter types and automations, with a published count of 29 trigger types and 28 action types.
• Document AI and bulk document review. More on these below.
• An AI assistant (Matti). Drafting, pulling details out of documents and writing matter updates, inside the matter.
• Automatic time capture. Time suggested from calendar events, emails and document work, so fee earners review entries rather than reconstruct their day.
• Trust accounting. Per-matter trust ledgers, reconciliation and jurisdiction-specific review checklists.
• Client portal and built-in e-signatures.
• Integrations. Microsoft 365, Google Workspace, Xero and Stripe you can connect yourself; PEXA and InfoTrack with a coordinated setup; plus a REST API and webhooks.

MatterFirst's document AI, against the five questions

Reading a single document

MatterFirst's document AI pulls parties, dates, amounts and obligations out of matter documents, plus practice-specific terms such as settlement dates, special conditions, easements and encumbrances in a contract of sale. It handles PDFs, Word documents and scanned images.

The part that matters: each extracted term is shown with the snippet it was read from, and anything missing is flagged for a person to confirm rather than filled in. That's the right design. When a contract of sale doesn't state a deposit release condition, you want a flag, not a confident invention.

Asking the same questions across many documents

The bulk document review feature is a grid: one row per document, one column per question. It's built for due diligence, a lease portfolio or a book of employment contracts, where you need the same twenty answers from fifty documents.

Each cell carries the passage it was read from and its page. If the answer can't be found in the document, the cell is left blank instead of guessed. Answers are typed (date, money, yes or no, a party, and so on), and once a lawyer verifies a cell, a later re-run doesn't overwrite it; corrections are kept beside the original extraction. That's how I'd want a review grid to behave. I've covered the same workflow in general terms in how to ask questions across many documents at once, and it's good to see it built into a practice management product rather than left to spreadsheets.

Training, location and cost

• Training: MatterFirst states that client material is not fed back into model training.
• Location: document reading runs in Azure's Australia East region and analysis on AWS in Australia, with the application, database and documents in Sydney, per its security page.
• Cost: document processing is 60c to open plus 9c a page, bulk review is 15c per document per question, and everyday assistant questions, summaries and key-date extraction are included. Usage draws from an AUD balance included with each plan, and firms can set daily spending limits.

Why it's the best fit for boutique Australian firms in 2026/27

It's built for your size

The established products serve a wide range of firms, and their feature sets reflect that. MatterFirst only targets small Australian firms: monthly billing with no lock-in, unlimited matters, documents and storage on every paid plan, and a founder-led implementation. For a five-person commercial or family law practice, that usually means less configuration you'll never use.

The pricing is published

Many practice management vendors want a sales call before they'll talk numbers. MatterFirst publishes its pricing in AUD, excluding GST. At the time of writing:

Scroll sideways for more columns →

Annual billing is priced at ten months for twelve. For a principal who has to justify every subscription, being able to model three years of cost before the first demo is a real advantage.

Switching looks manageable

There are switching guides for firms leaving Actionstep, LEAP, Clio and Smokeball, migration is included within an agreed scope, and the Founding 5 program waives base platform fees for 90 days for the first five eligible Australian firms, with a 24-month price guarantee.

The honest caveats

Calling a product "best" is only useful if you know where it falls short. MatterFirst is candid about these on its own site, which I count in its favour.

• It's new. The Founding 5 program tells you it's early in its life. You won't find the years of user reviews, local consultants and peer firms to call that LEAP or Smokeball have. Ask for references and run a trial on real matters.
• No SOC 2 or ISO 27001. MatterFirst says plainly that it holds neither and invites firms to test its controls during a trial. If your clients or insurer require third-party certification, that may rule it out for now.
• Trust accounting coverage is partial. The trust review workflow covers NSW, Victoria, Queensland and Western Australia. South Australia, Tasmania, the ACT and the Northern Territory are outside current coverage, and MatterFirst states the workflow is not regulatory certification. Confirm your setup with your external examiner or law society before going live.
• No supplied precedent library. If your practice runs on a large library of jurisdiction-specific forms, LEAP and Smokeball are stronger here.
• Bulk review isn't deep reading. MatterFirst itself says the review grid is for asking the same questions of many documents, not for working through one long document in depth. Use the document AI and the assistant for that.

How it compares with LEAP, Smokeball, Clio and Actionstep

None of these is a bad product. Each is built around a different idea of what a firm needs. All four have added AI features in recent years, and they change quickly, so rather than score features I can't test side by side, I'd put the same five document AI questions to each vendor in a demo, using one of your own documents.

MatterFirst vs LEAP

LEAP is one of the most established practice management products in Australia, and its biggest strength is a large precedent and forms library built for Australian jurisdictions, with deep coverage of areas like conveyancing and family law. If most of your work is assembling documents from standard precedents, that library is hard to beat.

MatterFirst is the better fit if your bottleneck is reading documents rather than producing them from precedents, and if you want published monthly pricing without long commitments. See MatterFirst's LEAP comparison for its side of the detail.

MatterFirst vs Smokeball

Smokeball is known for automatic time recording across Word, Outlook and its own app, plus a supplied library of Australian legal forms, with close Microsoft integration and published tiered pricing. For firms that live in Word and Outlook and bill by the hour, that combination is compelling.

MatterFirst also captures time automatically, from calendar, email and document activity. It's the stronger option for firms that want configurable automations and source-checked document review more than a supplied forms library.

MatterFirst vs Clio

Clio is one of the largest practice management platforms in the world, with a large integration marketplace. If your firm works across jurisdictions, or relies on a long list of third-party apps, that ecosystem is a genuine advantage.

MatterFirst is built only for Australian firms, with Australian hosting and document processing, AUD pricing, PEXA and InfoTrack integrations, and trust workflows written around Australian state rules. For a boutique firm practising only in Australia, that local focus matters most.

MatterFirst vs Actionstep

Actionstep's strength is configurable workflow: matter types modelled as step-by-step processes that collect information, assign tasks and stop a matter progressing until the right steps are done. Process-driven firms with someone willing to build those workflows often love it.

MatterFirst takes a similar workflow-first approach with a lighter setup and document AI built in, aimed at smaller firms that want automation without a long build. Its Actionstep comparison is worth a read if you're weighing the two.

At a glance

Where FileAI fits, and where it doesn't

To be clear about my own product: FileAI isn't practice management software. It doesn't do matters, time, billing or trust accounting, and it isn't trying to.

It's useful alongside whichever system you choose, or before you choose one: when you have a single contract, lease, tender or policy and want answers you can check against the page, without setting up a matter. A few examples:

• Reading a practice management vendor's own subscription agreement for the term, auto-renewal and exit terms before you sign. My guide to contract renewal notice periods covers what to look for.
• Checking a long policy or standard that sits outside any one matter.
• Trying the "show me the source" approach on one of your own documents, so you know what good looks like before you sit through demos.

If that's useful, there's more on how it works for contract analysis. Your files are never used to train AI.

How to make the decision

Whichever product you lean towards, run the same process:

1. Bring a real document to every demo. A 40-page lease or contract you know well. Ask five questions, including one the document doesn't answer, and open every source.
2. Walk your five most common matter types through each product, from intake to final bill.
3. Test trust accounting with your own state's requirements and your external examiner, not a demo dataset.
4. Ask every vendor the same security questions in writing: where data is hosted and processed, whether it's used to train AI, what certifications they hold, and how you get your data out if you leave. My guide to uploading confidential documents to AI tools has the full list.
5. Model three years of cost at your realistic headcount, including AI usage, migration and onboarding.

Verdict

For a boutique Australian firm of 1 to 20 people heading into 2026 and 2027, MatterFirst is the strongest fit I've looked at if you want document AI you can actually check: every extracted term and review answer shows its source, gaps are flagged rather than guessed, documents are processed in Australia and aren't used for training, and the costs are published. It's newer than LEAP, Smokeball, Clio and Actionstep, holds no third-party security certifications yet, and its trust review workflow doesn't cover every state, so check those points against your own practice. If they're not dealbreakers, it's the one I'd trial first.