Ellen Whitmore
Whitmore & Bennett
Overall Maturity
Level 2: Efficiency-First
AI is back-office or unadopted. No commercial strategy.
AI tools adopted for productivity. Same services, faster.
Commercial question is on the table. Some pieces in place, nothing systematic yet.
Commercial posture is advanced. Pricing model shifting.
Your Profile
The Capability Gap
You have what it takes to build new offerings. You haven’t built them yet.
Your answers point to a firm with the pieces in place: a team of the right size, AI already in use, and a decision-maker with the authority to act. What’s missing is the offering itself. You haven’t launched something new that AI makes possible, and because client and competitive pressure is still quiet, little is forcing the question. That’s the gap. Your capability is ahead of what you’ve put in market.
The opportunity
Build a new AI-augmented offering while you still have room to do it deliberately. Not an existing service relabeled, but one with a different delivery model, a different price structure, and a value proposition that wasn’t possible before AI.
The risk
Quiet conditions don’t last. When clients start asking and competitors start moving, the firms that built while it was calm are the ones with something to sell. Capability that never becomes an offering is just overhead.
Maturity Snapshot
Mostly hourly billing. Exposed to margin compression as AI speeds up delivery.
Significant staff time spent on work that doesn’t require senior expertise.
Some combination of team scale, AI adoption, or decision-maker authority.
Real pressure: clients questioning value, competitors moving, or fees under discussion.
No new service offerings in recent years.
Key Findings
You have a lot of routine, automatable work but you're still billing hourly for most of it. AI makes that work faster, which under hourly billing means smaller invoices for the same output. The billing model is the bottleneck.
Your service mix has a lot of automatable work, but AI adoption at the firm is still early. Getting tools in use across the team is the prerequisite before new offerings can take shape.
Your firm hasn't launched new service offerings recently. This is the widest gap. Whether AI compresses your margins or creates new revenue depends on what you decide to sell differently.
What’s Happening in Your Market
Corporate clients including Meta and Zscaler are writing AI billing exclusions into outside counsel agreements (Zscaler Outside Counsel Billing Guidelines, April 2025; Ken Callander, “The Gap Is Closing,” Above the Law, May 2026). Harvey’s co-founder says the associate leverage model is structurally changing: firms will shift from throughput-focused hierarchies to judgment-centered structures. OpenAI hired Ironclad co-founder Jason Boehmig to lead a dedicated legal industry vertical (Legal Technology, Caroline Hill, June 2026). Funded AI-native firms are moving into service delivery traditionally owned by law firms. EvenUp has launched Pre-Litigation-as-a-Service (Bob Ambrogi, LawNext, May 2026). Crosby drafts NDAs directly for companies. Lawhive acquired a traditional law firm to deliver legal services through AI. Sequoia Capital maps legal transactional work as a large autopilot opportunity, and well-funded firms are going after that revenue.
What Most Firms Haven’t Done Yet
The numbers below describe your field, not your firm. Your own snapshot is where you stand today. What follows is where the market is heading, and the room you still have to move first.
80% of legal fee arrangements are still hourly. Most firms have adopted AI tools but have not changed what they sell or how they price it. Harvey’s co-founder says the associate leverage model is structurally changing, and firms will shift from throughput-focused hierarchies to judgment-centered structures.
What Firms Like Yours Are Building
Fixed-fee AI-augmented due diligence package
Priced by deal complexity, not hours. AI handles the document review, your team handles the judgment.
Subscription compliance monitoring service
Ongoing regulatory surveillance for clients in regulated industries. Recurring revenue, not project-based.
Rapid contract analysis offering
48-hour turnaround on contract review that used to take two weeks. Premium pricing for speed, not volume.
The Numbers Behind It
71% of legal consumers prefer flat fees; 59% of firms now offer them
Clio Legal Trends Report 2025
Law firms charge 34% more cases on flat fees vs. 2016
Clio Legal Trends Report 2025
Legal tech spending grew 9.7% in 2025, the fastest on record
Thomson Reuters / Georgetown Legal Market Report 2026
Only 15% of law firms measure AI ROI; 43% don’t know if their firm does
Thomson Reuters Institute 2026
Your Next Steps
- 1
List what your firm could build with the team and AI tools you already have. You can already build these; the hard part is choosing which one goes first.
- 2
Identify where AI changes the delivery model, not just the speed. A service that uses AI to monitor something continuously, flag issues proactively, or synthesize across data sources is a different service from one that produces the same report faster.
- 3
Spec one new offering where the delivery model, pricing, and value proposition are all different from what you sell today. If it looks like an existing service with AI bolted on, start over.
Go Deeper
Two ways to take this further.
The Map
$2,500
Two hours on your own service lines, and a map: which of them AI is about to change, and the two or three moves worth making first. Credited toward the Workshop.
The Workshop
$15,000
Two days from start to delivery, one on site with your senior team, then 2–3 offering briefs, specified and priced. Each names the first client to call, so you test before you build.
This is the gap between where your fees are and where they need to be. The three steps above are the what. The Workshop is the how. One day, and you leave with two or three offering briefs to close it, specified and priced.
AI Commercialization Assessment powered by the Upshift Maturity Model. Dimensions informed by research from McKinsey (State of AI 2025), Thomson Reuters / Georgetown (Legal Market Report 2026), AICPA (CAS Benchmark Survey 2024), and Hinge Research Institute (High Growth Study 2025). Maturity levels describe observable firm behaviors, not percentile rankings.