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EP 52 How AI Shrinks Legal Research From Hours To Minutes

EP 52 How AI Shrinks Legal Research From Hours To Minutes

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AI doesn’t feel like a new app anymore. It feels like a new coworker and sometimes a brutally honest one. I sit down with Damien Riehl, a lawyer since 2002 and a product builder at Clio, to map what’s changing right now in legal work, sales work, and everyday leadership as AI accelerates from “helpful tool” to “full workflow.”

Damien breaks down Clio’s legal technology and Vincent, an AI system designed for legal research and document analysis that’s grounded in real law data. We talk about why “no prompt necessary” is the next big leap, how that alters the economics of billable hours, and what happens when a machine can produce the kind of analysis that used to require hundreds of hours. Then we go deeper into agentic AI: swarms of agents that act like an associate, a partner, opposing counsel, and even judges, iterating and stress testing arguments before a human ever reviews the final output.

From there we connect the dots to sales enablement and digital-first leadership. If AI can simulate your toughest competitor and generate the pushback you’ll hear in a real meeting, why wouldn’t you practice with it first? We also talk Claude, Claude Code, and emerging standards like MCP that let AI connect to the systems you already live in like email, calendars, docs, and CRMs. Along the way, I share a story about Claude flat-out telling me not to send a proposal, which opens up a real conversation about AI sycophancy, guardrails, and why some models push back instead of flattering you.

If you’re trying to build a practical AI strategy for your team or just keep your own skills relevant, this one will give you concrete mental models and next steps. Subscribe, share this with a coworker who’s skeptical about AI, and leave a review with the biggest way you think AI will change your work.

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