Episode 58

How a lawyer built an AI company with Cecilia Ziniti, founder GC AI

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Episode 58

How a lawyer built an AI company with Cecilia Ziniti, founder GC AI

Cover of SpotDraft guide titled Building Smarter In-House Teams with photos and names of four professionals: Adam Becker, Akshay Verma, Tommie Tavares-Ferreira, and Kevin Cohn.
Here’s how Adam Becker at Cockroach Labs turned AI from experiment into daily legal ops power.

Summary

Key Insights

1. Lawyers are Large Language Models (LLMs).
The lawyer's stock-in-trade is words—case law, contracts, and advice. Generative AI, based on LLMs, is therefore uniquely suited to automate and enhance this core legal function. This makes domain expertise (being a lawyer) more critical for legal AI founders than purely technical expertise.

2. Communication is the Battleground: Use Emojis.
Getting the legal advice right is only half the battle; the other half is landing the message and influencing stakeholders to take action. Emojis should be part of the in-house lawyer's toolkit because they significantly improve recall and make internal communications more effective and relatable.

3. AI is a "Bicycle for the Marathon Runner."
Giving AI to an elite, trained lawyer is like giving a marathon runner a bicycle. The lawyer retains the critical function of piloting and verification, but the AI radically expands their capacity, speed, and range. The first step in AI adoption (Level 1) is simply taking the "ride" and experimenting with low-stakes tasks, like distillation or summarizing notes.

4. The Lawyer-to-CEO Shift is "Yes, And."
The transition from a legal executive to CEO involves embracing a mindset of "yes, and" (I am a lawyer, and I am a CEO) rather than "no, but". The biggest difference is amplified, absolute accountability for every job in the company, moving from partnering with functions (e.g., Finance) to owning the outcomes across the entire business.

5. Generalists are the Future of Legal Hiring. AI's ability to handle highly specific research questions (like employment law minutiae in Idaho) reduces the dependency on deep, hyper-specialized lawyers for routine tasks. This highlights the rising value of the generalist lawyer who is curious, adaptable, and can quickly learn new domains—a profile often seen in former M&A lawyers or litigators who quickly become experts in case-specific issues.

6. Closing Insight

Do not let the fear of a "one-way door" decision hold you back ; your accumulated diligence, curiosity, and legal expertise are convertible assets that guarantee you career security, whether your next move is to a higher executive role or founding your own company.

In this podcast, we cover

0:00 Introduction
2:52 Leading legal at Replit
5:47 Why lawyers should use emojis
13:28 Starting a business after gaining extensive experience working with AI
23:11 Considering how GCs should leverage AI
40:19 Hiring legal teams in the age of AI
48:51 Teaching a class on AI at Stanford University
53:08 Book Recommendations
56:27 What you wish you’d known as a young lawyer

View AI generated transcript

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