How 10 Lawyers Could Replace a 1,000 Person Firm

Conan’s been doing “AI in legal” since before it was fashionable. And in this episode, he makes a blunt point that cuts through the GenAI noise: the differentiator will not be the model. It’ll be the data you pair it with. In this episode of Shaping the Future of Law (LegalTechTalk), Bradley Collins sits down with Conan Hines (Director of Practice Innovation at Fried Frank) to talk about what the current AI inflection point really demands from firms, and why “get your data in order” has gone from good advice to survival strategy. They dig into what it actually takes to normalise data across a firm, why most firms need outside help to orchestrate it, and how AI pressure will reshape the leverage model, associate roles and pricing over the next few years. The conversation also goes wider: access to justice, B2C disruption, regulation, and why user experience matters as much as capability if you want adoption. In this episode, Brad and Conan discuss: ➡️ why legal is at an inflection point, and why the underlying work has not changed ➡️ “garbage in, garbage out” and how to mitigate reliability issues with better data ➡️ the practical steps to build a usable data layer, and why it’s a human initiative first ➡️ why the billable hour is not “broken” yet, but the leverage model is starting to fracture ➡️ what happens when firms go from 8 associates on a matter to 4, and what that does to rates ➡️ how associate roles will evolve, and why legal engineers become more valuable ➡️ what an AI native law firm might look like if you built it from scratch ➡️ why the biggest disruption may land in B2C, not Big Law ➡️ Conan’s take on conferences, experience design, and why adoption is an experience problem Conan is also a LegalTechTalk 2026 Speaker, and you’ll see him in London this June. _ ⚡️ Guest: Conan Hines, Director of Practice Innovation, Fried Frank ⚡️ Host: Bradley Collins, CEO & Co Founder, LegalTechTalk _ Shaping the Future of Law is brought to you by LegalTechTalk. If this episode got you thinking, take it further at LegalTechTalk 2026, where legal leaders meet to shape what’s next: https://www.legaltech-talk.com/