The New Economics of Legal Work

Episode Summary In this episode of The Uplevel View Podcast, Stephanie Corey and Brandi Pack sit down with Ryan Walker, CEO and co-founder of General Legal, to explore how AI is transforming the legal industry.

Ryan shares his journey from mathematics and early NLP work to building some of the first AI-powered legal tools at Casetext. The conversation dives into a persistent issue: despite massive advancements in AI, legal services remain expensive, inefficient, and largely unchanged for clients.

General Legal is tackling this problem head-on with a new model—combining AI-native workflows, embedded legal services, and flat-fee pricing. The result: faster turnaround times, lower costs, and a more integrated client experience.

The episode also explores the limitations of current AI models, the importance of human lawyers in the loop, and the emerging power of agent-based systems that can unlock insights from unstructured legal data without requiring heavy infrastructure like traditional CLMs.

Ultimately, this episode paints a compelling picture of a future where legal services are more accessible, efficient, and aligned with client needs.

Links & Resources

General Legal - General Legal | AI native law firm for growing companies

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Episode Highlights 00:00–01:00 – Introduction to Ryan Walker and his background in AI and legal tech

01:00–02:30 – How Ryan entered legal tech and why the space fascinated him

02:30–04:20 – The persistent adoption problem in legal technology