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Fringe Legal Presents Bots @ WorkBots at Work is the new season from Fringe Legal, which explores how AI is changing the way work gets done, with a focus on real-world impact over hype. Author: Abhijat Saraswat
Bots at Work is the new season from Fringe Legal, which explores how AI is changing the way work gets done, with a focus on real-world impact over hype. It looks at how operators, builders, and leaders are using AI to reshape workflows, decision-making, and business models, especially in professional services like law. The show focuses on practical insights, emerging patterns, and honest conversations about what works, what doesnt, and what comes next as intelligence becomes cheaper and more embedded in everyday work. Language: en Genres: Business, Technology Contact email: Get it Feed URL: Get it iTunes ID: Get it Trailer: |
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How I built a law firm with AI agents with Helen Fan
Episode 4
Thursday, 14 May, 2026
Helen Fan has been building an AI-native law firm from scratch, in public, for 50 days. Not a demo. Not a prototype. A real practice with AI agents handling legal strategy and research, and she's documenting every stumble along the way.In this episode, we get into what that actually looks like: the agents, the arguments, the security concerns, and the hard questions about whether AI-native firms and traditional law firms are on a collision course or just running separate races.In this episode:How Helen built OpenClaw Law LLP with two AI agents, Morgan and Cleo, and why agent-to-agent argument reports matter more than most people realiseThe practical pain of open-source agent frameworks: stability issues, setup overhead, and the security surface that opens up the moment you connect an agent to real systemsThe Legal AI Value Stack — five levels of AI maturity in law, and why most firms are still stuck at the bottom twoHow Big Law and AI-native firms are competing on entirely different timelines, and why the boutique model might be the one that actually movesWhat Helen is telling firms just starting out: start with mindset, build the orchestration layer, and don't skip workflow integrationTimestamps:00:00 — Helen's OpenClaw Law LLP experiment: what an AI-native law firm looks like in practice02:20 — Agent-to-agent communication and argument reports: why they reduce hallucinations04:10 — Stability, troubleshooting, and the real cost of open-source frameworks07:00 — The Legal AI Value Stack: five levels of AI maturity and where the moats actually are12:00 — Why most firms are still at level one or two16:00 — Proprietary data and the scaling wall19:00 — Big Law vs AI-native firms: speed, trust, and structural barriers23:00 — Guardrails, verification, and building an orchestration layer that holds34:00 — Vendor moats, platform plays, and what M&A in legal AI actually looks like39:00 — What makes a law firm genuinely AI-native, not just AI-curious43:00 — Where to start: mindset, workflow, and infrastructure44:50 — Final thoughts on the pace of change and what to watch nextResources:Helen Fan on LinkedIn — follow her 100 Days of AI Law experiment as it unfoldsThe Legal AI Value Stack — Helen's five-stage framework, published on her Substack, Helen's Legal AI LabOpenClaw Framework — the open-source multi-agent system Helen built OpenClaw Law LLP onClaude AI — the AI tool Helen uses for legal and strategic workAI-Native Law Firm Index — a running list of AI-native law firms referenced in the episode
