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Training Data · 3 min · Mar 11, 2025
Routine legal work may shift to fixed fees as advice gains value
Winston Weinberg
Winston Weinberg expects AI to commoditize routine legal work while making strategic advice more valuable.
In this episode
Full analysis- 5:26Harvey builds specialized workflows, then unifies them3 min
- 9:09Legal AI needs process data and expert evaluationPro pick 4 min
- 25:25Prestige and tailored demos help firms trust new AI3 min
- 16:01Harvey is moving from seat sales to selling legal work6 min
- 29:51Law firm review layers change AI’s minimum quality bar2 min
- 32:13Routine legal work may shift to fixed fees as advice gains value3 min
- 35:09Legal rules limit access, but some states are testing changes3 min
- 41:27Harvey tests multiple models instead of relying on one3 min
“But the insight, the value of like strategic advice, looking around corners, things like that, I would argue you can charge more for that.”
Winston Weinbergat 34:53 · Training Data
Takeaways
- Routine transaction and litigation work could move to fixed fees.
- AI may reduce the cost of lower-end legal work.
- Weinberg expects strategic advice to command higher prices.
About this segment
Winston Weinberg expects AI to commoditize routine legal work while making strategic advice more valuable. He predicts fixed fees for commoditized work and higher prices for top-level counsel.
Winston Weinberg is cofounder and CEO of Harvey.
Co-founded and leads Harvey, after working as an associate in securities and antitrust litigation at O'Melveny.
Sonya Huang, Host · Partner, Sequoia Capital
Works with OpenAI and Anthropic; co-wrote Sequoia's essay on generative AI.
Pat Grady, Host · Co-steward, Sequoia Capital
Joined Sequoia in 2007; backed Snowflake, Zoom, ServiceNow and OpenAI.
From “How AI Breakout Harvey is Transforming Legal Services, with CEO Winston Weinberg”, Mar 11, 2025. Watch the full episode
Answers “Which jobs will AI replace, and which are safe?” See all 132 answers
Answers “Will AI replace lawyers?” See all 5 answers
Thanks. We'll look at and fix what's off.
Transcript
Transcribed by machine (Whisper) from the episode’s audio, so a word may be off here and there.
- 32:15
are going to keep getting better. You guys are going to keep doing valuable stuff on top of those models. What is the job of a lawyer end up being? What does the law firm end up looking like? Let's go like five, 10 years out. Yeah. So I'll start with the job of a lawyer because I just care a lot about this. I think that it goes back to actually what it used to be. So 50 years ago, So the role of the lawyer was an advisor. And a lot of what they did is look around corners, give a different angle of advice, et cetera. And we've actually seen this evolve to a degree where the CLO, chief legal officer title, is like pretty new. And really it's like most of the CLOs that I have met, they are a part of the business. Like they are business drivers. It is not just the no person, right?
- 33:01
And I think that that is going to happen. So I think what's going to happen over time is kind of this like lower end work is going to get somewhat commoditized and automated. But then the high level strategic work is actually going to be more valuable. Right. And so this is really good for a young lawyer. It's fantastic because, you know, most people, they go to law school and their goal is not to sit in a data room or do discovery or doc labeling for 10 years and then maybe go to trial once.
- 33:29
That's not what they want to do. Right. They want to give advice to clients. That is why you want to be a lawyer. They want to help people. Right. They want to help people or they want to win one or the other. Right. But sometimes both. That's what you want to do. And it very much is it's like close to like professional athletes where they want to be the best at their craft. And you get better by having more hands on strategic experience than you do just sitting in a data room forever. Right. And so I think that experience will be really good.
- 33:56
The law firm, I think there will be a lot of transitions in how law firms operate. So, I mean, I now am a client. Like, I use a lot of law firms, right? And one thing that I've always got annoyed with is the really high billable hours for very low-end work, like looking at, you know, whether this change of control clause was triggered or not, things like that, right? And as a customer... That can be annoying. Right. But actually, for the high end strategy of like, how should I go about buying this business? How should I think about restructuring this part of my org? Things like that. I would pay more than you pay the best lawyers on Earth right now. Like the delta between a junior associate and the best partner on Earth is like three or four X. Right. Which actually doesn't make sense to me. And so I think what will end up happening is there will be a lot of
- 34:49
fixed fees for kind of the part of a transaction, the part of a litigation that is somewhat more commoditized. But the insight, the value of like strategic advice, looking around corners, things like that, I would argue you can charge more for that. I know part of your mission is related to providing better access to justice. What does that mean to you? And kind of draw the