Law Firms
AI handles the first-pass review. Your attorneys still sign the opinion.
Productize routine contract review and price it flat. Foley Equipped and Wilson Sonsini's Neuron Platform already do.
The pressure law firms are facing right now.
Billable Hour Compression
Billable hour revenue is shrinking as AI accelerates legal research, document review, and contract drafting.
Client Self-Service
Clients are asking why they need you when they can use AI for routine legal work themselves.
Competitor Repositioning
Competing firms are already marketing AI-augmented services, and winning the pitch.
71%
of legal clients prefer flat fees over hourly billing.
Clio Legal Trends 2025
15%
of law firms can measure the return on their AI spend.
Thomson Reuters Institute 2026
3×
Firms with a written AI strategy see positive returns three times as often.
Thomson Reuters Institute 2026
Assessment
See how your firm compares.
Eight minutes. You get an assessment showing where your firm has real commercial gaps, how you compare to peers in your vertical, and a report you can take to your next partner meeting.
See where you standWhat firms like yours are designing in the Workshop.
Most firms feel the itch and start experimenting: a few tools, a pilot, a project that looked promising on paper. The expensive version is finding out a year in that clients won’t pay for it. Whether you’re still deciding where to start or already two pilots in, the Workshop narrows what you take to your clients before you commit more budget to building it.
Every engagement is different. Your team’s domain expertise is the input. These are the kinds of offerings law firms leave with, specified and priced. Your team tests them with named clients, then builds what earns it.
Flat-fee routine contract review
AI handles first-pass extraction and redlining on high-volume routine contracts. Attorneys verify and sign. The client pays a fixed fee they can forecast.
Subscription regulatory intelligence
A subscription product for a regulation-heavy sub-practice. Agentic research over vetted sources, attorney-supervised, sold per seat per month to clients and other practitioners.
Related reading
What the Billable Hour Was Hiding
For decades the hour bundled execution and judgment into one number, and nobody had to pull them apart. AI changed that, and most firms still can’t say how much of their rate is which.
Sequoia Just Put a Trillion-Dollar Bounty on Your Business
Sequoia Capital told its portfolio companies that the next trillion-dollar company won’t sell software. It will sell the work professional services firms do now.
Questions
AI cuts contract review and research time 60–70%. Clients have noticed. Innovation directors at global firms are hearing “we expect AI to make things less expensive. Figure that out or we'll pay you 20% less.” 71% of legal consumers already prefer flat fees over hourly billing (Clio Legal Trends 2025). The hourly model isn't dying. It's repricing.
Three offerings work today. Fixed-fee due diligence priced by deal complexity, not hours. Subscription compliance monitoring for clients in regulated industries. Rapid contract analysis with 48-hour turnaround at premium pricing for speed. Each repackages AI savings as new capability, capturing the upside instead of passing it through as discounts.
80% of legal fee arrangements are still hourly, but flat-fee billables grew 34% from 2016 to 2025 (Clio Legal Trends 2025). The shift is already underway. Firms that move first set the terms in their market. Firms that wait react to terms someone else set. The risk is staying on hourly while clients negotiate against it.
Partner profits run on associate ratios, where junior work generates the margin senior partners take home. AI compresses that work. Harvey's co-founder says firms will shift from throughput-focused hierarchies to judgment-centered structures. The change is coming. Your partnership either decides what to build next, or watches Crosby and Lawhive build it instead.
41% of law firms now use generative AI organizationally, double the prior year. 92% of legal professionals use at least one AI tool, and 81% of law firm GenAI users run it at least weekly (Thomson Reuters Institute 2026). The internal adoption curve is steep. The commercial-model response curve isn't.
Most firms can't answer that yet. Only 15% of law firms measure AI ROI; 42% don't know if their firm does (Thomson Reuters Institute 2026). Firms with a formal AI strategy see 3x higher positive returns. The measurement gap is a real opening. The 3x difference is what shows up when strategy comes first and tools follow.
Sequoia Capital mapped legal transactional work as a $20–25 billion autopilot opportunity. Crosby drafts NDAs directly for companies; Lawhive bought a traditional law firm to deliver AI-driven legal services. The funded competition is real and recent. Domain expertise still matters, but only for firms that translate it into offerings before someone else does.
$15,000
A full day with your senior team, then 2–3 offering briefs. Test what clients will pay for before you build.
Book a conversation30 minutes with Shawn Yeager. No pitch.