Legal AI Lab

Microsoft is not trying to win the legal AI market. It wants to be the layer underneath it.

Dervish Tayyip is Assistant General Counsel for EMEA at Microsoft. The strategy he describes has little to do with building the best model. Embed intelligence into the workflows lawyers already use, then wrap enterprise governance around it. The legal agent inside Word is the visible part. The orchestration layer, where a lawyer pulls down whichever model suits the task, is where Tayyip says legal AI value actually sits.

For general counsel the pressure is coming from somewhere else entirely. CFOs have heard that legal is about to be disrupted. Management consultants are telling the CEO they can deliver the same legal department at a third of the cost. Tayyip explains what he hears in Microsoft's roundtables with general counsel, and how a GC takes control of that narrative before someone else writes it for them.

He also covers where horizontal platforms end and jurisdiction specific legal AI begins, what Microsoft commits to if a government ever demands a shutdown, and what junior lawyers should be learning now the groundwork is automated.

You'll learn

why Microsoft says the frontier model is not where legal AI value sits
how the legal agent inside Word removes the friction of changing behaviour
what enterprise governance adds on top of a model: confidentiality, auditability, privilege
how a general counsel builds the investment case when the CFO wants headcount down
why horizontal platforms and vertical legal AI are no longer an either or choice
what Microsoft commits to contractually if a government demands a shutdown

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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 and make deep thinking your competitive edge.

Chapters

00:00 Introduction
02:18 Why the legal profession adapts slower than technology
10:39 Automate, innovate or eliminate your workflows
14:14 The legal agent in Word and an operating system for legal work
17:11 Why the model is not where legal AI value sits
22:39 Competing and partnering in the legal AI market
25:56 Inside Microsoft's roundtables with general counsel
29:59 What if someone pulls the plug on Europe
33:48 200 data centres and Microsoft's promise to Europe
43:10 The general counsel's case to the CFO
46:30 Where horizontal and vertical legal AI meet
52:43 How junior lawyers learn when the groundwork is gone
58:23 Efficiency versus effectiveness
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AI is not neutral. The gender gap in AI runs through the data it is trained on, the people who build it and the people who use it. And in legal, almost nobody talks about it.

Nicky Leijtens, co-founder of She Breaks the Law and part of Bird & Bird, joins Hidde Bruinsma with examples that stick. Ask ChatGPT for career advice as a girl and the answer is less encouraging than the one a boy gets. Women make up 22% of AI development teams, a number that has not moved in ten years of Stanford research. At the M&A Awards, 42 nominations included exactly one woman.

Why does the gender gap in AI stay off the agenda while every conference talks adoption and implementation? And what can you do tomorrow, whether you build, buy or simply use legal AI?

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 and make deep thinking your competitive edge.

You'll learn
why AI reflects the people who build it, and who is missing from that room
what happens when biased models start influencing legal decisions and access to justice
how visibility creates permission for other women to experiment
why women adopt AI less and are judged more harshly when they do use it
what closes the gender gap in AI according to Nicky: small actions that add up

Chapters
00:00 Introduction
00:05 She Breaks the Law: 4,000 women in 50 countries
07:43 Rechtwijzer and better justice journeys
13:51 The gender gap in AI nobody talks about
14:39 AI is not neutral: data, users, builders
16:39 Airbags, heart attacks and the male default
18:08 Only 22% of AI builders are women
20:25 Closing the gender gap in AI: where to start
25:30 The Rik de Groot moment at Legal Geek
29:14 Zeno question: auditing legal AI tools for bias
34:27 42 nominations, one woman at the M&A Awards
42:54 Antibodies: who is blocking the change
50:39 What you can do tomorrow about the gender gap in AI
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Personal branding is career insurance for lawyers. That is how George Hannah treats it, and it is paying off.

George is a solicitor apprentice at Lewis Silkin and the founder of Best Practice, the legal AI newsletter he started in January 2025 with one viral LinkedIn post. Today it is a media company with a podcast and a personal brand of more than 12,000 LinkedIn followers, run entirely next to his day job.

We get into his personal branding playbook: why perfectionism keeps lawyers invisible, why an email list beats a rented audience, and why he posts at 80 percent and walks away. Then the legal AI market: Jude Law fronting Legora, Gabriel Macht fronting Harvey, Claude for Legal, the Freshfields deal and the Gartner hype cycle.

And the question every firm is wrestling with: what is left for junior lawyers when AI does the grunt work? George's answer: build the agents.

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 and make deep thinking your competitive edge.

You'll learn
why a personal brand works as career insurance
how one viral post grew into a legal media company
why perfectionism keeps lawyers invisible on LinkedIn
what the celebrity brand war says about the legal AI market
whether legal AI has reached the peak of the hype cycle
how junior lawyers stay valuable by building AI agents

Chapters
00:00 Introduction
02:21 One viral post starts Best Practice
04:49 Email lists and the discipline of weekly content
08:09 From Sunday newsletter to legal media company
11:19 Personal branding is not luck
12:22 Why lawyers fail at personal branding
16:03 Personal branding in the age of AI slop
18:07 Your personal brand as career insurance
22:01 The TBD Marketing LinkedIn leaderboard
23:39 Post at 80 percent and put your phone away
26:06 Jude Law, Gabriel Macht and the legal AI brand war
28:58 Have we reached the peak of the hype cycle
30:30 Claude for Legal, Microsoft and the Freshfields deal
35:47 Access to justice and Lawhive's AI lawyer Lawrence
40:32 What junior lawyers do when AI takes the grunt work
47:08 Portfolio careers and weekly check-ins
50:50 Advice for lawyers finding their voice

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Law firm disruption won't start with technology. It starts with the client. Bjarne Tellmann spent 25 years as general counsel at Coca-Cola, Pearson, and GSK. His book "Law in the Era of AI" maps how the changes inside corporations will force the legal industry to adapt or vanish.

Firms are posting record profits. But 100% of GCs in a recent Axiom survey regret their law firm engagements. 89% no longer consider them adequate. Bjarne draws on Nokia, Kodak, and Clayton Christensen's disruption theory to show why the most profitable incumbents are the most exposed to law firm disruption.

He also offers paths forward. ClearyX funded its own disruption. The gazelle elephant model shows GCs how to rebuild their teams. And a warning: agentic AI is already making autonomous decisions inside corporations. If general counsels don't step into governance now, they'll be cleaning up the mess later.

You'll learn
why law firm disruption always starts with the client, not technology
what the milkshake analogy teaches about law firm blind spots
why no law firm has ever gone under while still profitable
how ClearyX funded its own disruption on purpose
what the gazelle elephant model means for legal team design

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 and make deep thinking your competitive edge.

Chapters
00:00 Introduction
02:15 Why innovation needs ideas from unexpected places
08:50 Record profits but law firm disruption is coming
12:20 The AI factory driving law firm disruption
17:10 The profession with zero curiosity about its clients
23:00 Jobs to be done: what clients actually hire lawyers for
32:00 Why law firm disruption is structurally impossible
38:20 What if tech companies answer legal questions
42:15 Kodak invented digital photography and still failed
46:30 ClearyX: a firm that funded its own disruption
53:10 The gazelle elephant model for legal teams
57:30 Agentic AI and why governance cannot wait

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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 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
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