David Haber, partner at Andreessen Horowitz, explains why contingency-based plaintiff law firms benefit far more from AI productivity gains than hourly-billing corporate law firms.
“If you're a corporate attorney, you know, and your, you know you know, junior attorney is 50 times more productive, you've just eroded some of the revenue that you can actually charge to your end client. Again, in this case, if you can make your attorneys, you know, five X more productive, You can potentially increase, you know, your revenue by five X or more.”
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Insight
Haber: AI reinforces contingency legal models rather than eroding billable hours
“And so again, while AI is helping automate a lot of the drafting and reasoning work that they do, ultimately it's really about enabling them to take on more clients and make more money. So it doesn't erode, you know, the billable hour. It really reinforces the…”
David HaberDec 31, 2025▶ 10:19AI in 2026: 3 Predictions For What’s To Come (a16z Big Ideas)
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Haber: AI capabilities offer product differentiation, not long-term defensibility
“But the source, the AI-ness of that capability, in my opinion, is not a source of defensibility. It, it's largely differentiation. The defensibility of a software product resides, in my opinion, you know, from owning the end-to-end workflow, you know, from the…”
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Insight
Haber: Contingency law firms have an unlimited appetite for AI adoption
“In lots of areas of legal if you make your employee 50 times more efficient, you're eroding your billable hour. In their business, they operate on a contingency basis. Meaning, You know, they only get paid if they make, if they win. So there's no sort of limit…”
David HaberDec 3, 2025▶ 19:15Why AI Moats Still Matter (And How They've Changed)
PredictionNot checkable as stated
Haber: AI wedge features will commoditize and model moats are ephemeral
“Is that wedge product alone defensible? I would argue no, right? Today, it feels like magic to the providers that they're working with, but I think that capability is going to become commoditized over time. They may have an advantage because they've trained a …”
David HaberJan 14, 2025▶ 24:13How AI is Reshaping Labor Markets: A $Trillion-Dollar Opportunity Explained
PredictionNot checkable as stated
Haber: Every healthcare company will eventually become a fintech company
“Certainly one of our core theses at ASICS and Z has been that every company is going to become a fintech company. And Julie and I have been riffing that, you know, Either every healthcare company is already a fintech company or is certainly going to become a f…”
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AssertionSupported
Haber: Block executed a 40% workforce reduction driven by AI
“And recently Block executed a roughly 40% reduction in force. And they've been pretty candid about AI being a critical component of that decision.”
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