Legal AI Lab
A banking lawyer at one of the world's largest law firms teaches herself Python on weekends. She builds an AI-powered billing tool in a Jupyter notebook. Months later, that tool is rolled out across the entire firm. Tanya Sadoughi is Linklaters' AI and Innovation Lead Lawyer for Global Banking. When ChatGPT launched one month into her innovation secondment, she saw the opportunity before most others did. She talked to every lawyer in the banking practice, mapped every pain point, and built a working prototype herself. That prototype became the WIP Summariser, now deployed firmwide. Today she leads a team of five AI lawyers inside a global network of twenty. Vibe coding is changing how lawyers work. Not by replacing them, but by turning them into builders. Tanya explains what that looks like inside a major international law firm. From hackathons that spark curiosity to agentic systems that solve problems at scale. You'll learn * Why the AI lawyer role should always be filled internally * How a weekend prototype became an enterprise tool at Linklaters * What vibecoding means for the legal profession * Why hackathons are the best way to spark AI curiosity at law firms * How Linklaters scaled from one to twenty AI lawyers * What lawyers and engineers can learn from each other Powered by Zeno This episode is powered by Zeno. Zeno is an AI native legal workspace built for Dutch and EU law. Its AI navigates law like a human legal professional. Secure, transparent and grounded in authoritative sources. Visit zeno.law [https://zeno.law/] and make deep thinking your competitive edge. CHAPTERS 0:00 Introduction 2:04 Will lawyers become builders 4:53 Growing up in a pizza shop in South Yorkshire 9:17 A viral YouTube channel at 15 11:16 Why she chose law 13:29 Becoming a banking lawyer at Linklaters 15:42 The itch for something different 17:35 ChatGPT launches one month into her innovation role 19:28 First experiments with large language models 23:18 The billing problem nobody could solve 27:26 Learning Python on weekends 31:31 The moment the prototype worked 35:31 Hackathons and sparking curiosity at law firms 40:23 From one AI lawyer to twenty 43:47 Vibecoding five apps in one week 46:31 What engineers and lawyers can learn from each other 51:23 Why every law firm needs an AI lawyer 53:01 More builders not more tools ---------------------------------------- Hosted on Acast. See acast.com/privacy [https://acast.com/privacy] for more information.
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