AI-native law firms are coming.
Meet Referent - legal practice management software rebuilt for the AI era. Specialized AI agents run the operational work of a solo lawyer or law firm - intake, matters, email, deadlines, follow-ups, billing - and you approve every critical step.
Applications for the founding cohort are open: https://t.co/ZdJuDHbZev
Referent is live on Product Hunt today.
https://t.co/40HryvqDwh
AI agents that do a law firm's routine work: intake, email filing, deadlines, billing prep. The lawyer signs off on every step.
We opened 20 beta spots and got 450 applications, so now it's open to everyone. 30% off during launch.
@HarryStebbings Over the past 4 years in legal AI, we’ve observed the same pattern: lawyers follow the same AI adoption curve as programmers, just about a year behind. However, that gap is narrowing significantly
People ask how we decide what to build next. Mostly we do not decide. We read.
300+ beta applications, read by hand. The most common sentence in them was some version of "bring order to my inbox". So that is what we shipped this month.
https://t.co/Lamjc59PiA
Billing month at a small firm starts with archaeology: calendar, sent folder, memory. The ten-minute call and the Sunday review rarely reach the invoice.
Referent records the work as it happens and drafts the bill with each line tied to what produced it.
https://t.co/sQP5MQnxeI
Cohort 1 is full. 450+ applications in under 4 weeks. Invites are going out to the 20 selected firms. Every applicant gets early-access perks during open beta, plus first access to Cohort 2. Waitlist: https://t.co/AuHC2H5ci9
Administrative errors - a deadline not calendared, a calendar not read - account for a quarter of legal malpractice claims (ABA). The date is rarely missing from the case. It is missing from the calendar, because it arrived in an email and stayed there.
https://t.co/sQP5MQnxeI
Firms stay on Gmail and a spreadsheet because switching means a kickoff call, a migration plan and a week of typing.
v1.8.0: the setup checklist ticks itself off as you go, and document import finishes in the background while you work.
https://t.co/zpIAtMOHUj
"Bring order to my inbox" - the #1 request in 300+ beta applications. Ahead of drafting.
Email is a small firm's real filing system. It was never built to be one.
Referent files every thread into its matter. You approve what goes out.
https://t.co/sQP5MQnxeI
Six functions, one rule: nothing is sent, filed, or billed without the lawyer's sign-off.
The goal was never "autonomous" - it's one lawyer operating like a firm of five.
Legacy software records work. Referent executes it.
https://t.co/fh5IJ6TBuI
Clio once emailed hundreds of law firms as a fake prospect. Most never replied at all.
Intake is 6 manual steps waiting on a busy lawyer.
We're collapsing it into one link: client talks to your AI → matter opens itself → you approve.
Send a link. Sign a client.
"Where does my client data live?" - the first question on every call. As it should be.
Google Cloud, per-firm encrypted containers. Never trained on. CASA certified, SOC 2 Type 1 in final stage.
https://t.co/YBEG7vF9He
Legal software: 2 updates a year + a webinar.
Referent: 11 releases since May, 24 changes last week alone. All public, written in plain English for lawyers.
The honest way to judge an early product is its shipping rhythm: https://t.co/zpIAtMOHUj
300+ firms applied to our private beta in 10 days. Three surprises:
1. The #1 ask isn't drafting - it's "bring order to my inbox"
2. ~Half use no practice management software at all
3. Big-firm lawyers are applying quietly, on their own
They don't want another database.
Out of an 8-hour day, the average small-firm lawyer bills 2.4 hours.
Since 2016 big firms grew billable capture ~25%. Solos: ~1%. The gap isn't talent - it's operations.
"Too much admin" has been small firms' #1 problem for 8 straight years.
That's the gap AI closes.
"Half the firm lives in Outlook" - we heard it on every call.
Shipped: Microsoft 365 support. Google + Microsoft in ONE firm workspace: Outlook mail files into matters, two calendars sync into one schedule, agents read Drive and OneDrive side by side.
A law firm has 6 operational functions: intake, matters, drafting, deadlines, billing, follow-up.
In most small firms all 6 run on the lawyer's evenings. 2.4 billable hours out of 8.
We're rebuilding them to run themselves - you approve every step.
Referent now speaks MCP.
Open Claude, ChatGPT, or Gemini and work with your firm's live matters right from the chat: deadlines, drafts, client history.
Your data, your approvals, your audit trail - in whatever AI app you already use.