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Building a Team at AI Speed | Harvey’s Maggie Landers

a16z Podcast

Hosted by Erik Torenberg

48m
Transcript

Original podcast

Summary

Written by a model from the transcript; not yet reviewed.

In this episode of the A16Z Podcast, host Erik Torenberg and A16Z's Katie Kirsch sit down with Harvey VP of Talent Maggie Landers to discuss how the fast-growing legal AI startup is approaching hiring, scaling, and culture. Landers details the company's rapid growth, scaling from 300 to over 1,000 employees in a year, and explains how Harvey maintains a startup mentality through extreme transparency, high agency, and a core value of progress over perfection. The discussion explores why traditional A-plus students need to shed perfectionist tendencies to thrive in an environment defined by rapid experimentation and failure. Listeners get a behind-the-scenes look at Harvey's unique operating model, where founders Winston and Gabriel are deeply accessible, board decks are shared company-wide, and every employee is expected to embrace ambiguity and strong judgment.

  • Shed perfectionist tendencies and embrace a progress-over-perfection mindset to thrive in fast-paced AI environments. 7:51
  • Look for cultural alignment around simplicity, decisiveness, and unfinished business when evaluating fast-growing startups. 30:23
  • Build strong internal trust and employee agency to eliminate the need for heavy-handed management and friction. 35:31

Chapters

  1. 0:00
    Podcast Intro and Host Greeting

    Marc Andreessen welcomes listeners and introduces Maggie Landers, VP of Talent at Harvey.

  2. 0:50
    Scaling with 1,000 New Employees

    Maggie explains the challenges and dynamics of hiring 1,000+ people in a year while maintaining startup agility.

  3. 1:31
    Harvey’s Rapid Growth and Valuation Surge

    Maggie highlights Harvey’s explosive valuation growth and its impact on company culture.

  4. 2:35
    Celebrating Wins and Company Culture

    Discussion of Harvey’s celebration practices and the importance of a “jobs-not-finished” culture.

  5. 8:00
    Hiring Philosophy: Progress Over Perfection

    Maggie describes Harvey’s emphasis on experimentation, fast failure, and learning over perfection.

  6. 12:45
    Leadership Style of Founders

    Insight into Winston and Gabe’s hands‑on, accessible leadership and how it shapes company culture.

  7. 29:52
    Hiring Process Across Teams

    Explanation of how interview loops differ by role and region, and the importance of self‑selection.

  8. 36:49
    Office Locations and Global Expansion

    Maggie discusses Harvey’s global office footprint, hybrid policies, and regional hiring strategies.

  9. 47:05
    Closing Remarks and Call to Action

    Hosts wrap up, encourage listeners to subscribe, and provide legal disclaimer.

Highlights

Quotes

  • “Transforming the legal industry is very different than trying to transform customer support, or build an AI harness, or create a model.”
    Unnamed speaker · 0:00
  • “We don't take the square root of the weather.”
    Unnamed speaker · 31:04
  • “We want to move fast. We'd rather make mistakes and learn than overanalyze and spend all this time pontificating on how is this going to go?”
    Unnamed speaker · 31:12
  • “The right sort of mentality for Harvey is that passion to be part of creating it.”
    Unnamed speaker · 0:40

About this episode

a16z’s Katie Kirsch sits down with Harvey VP of Talent Maggie Landers to discuss what happens inside a company growing at AI speed, and how you preserve culture while adding more than 1,000 employees in a year. Maggie explains why Harvey prioritizes progress over perfection, how its values of simplicity, decisiveness, and “job’s not finished” shape the way people work, and why moving quickly requires giving employees significant trust and autonomy. For people accustomed to being the “A student,” that can mean learning to experiment, make mistakes, and course-correct quickly. They also get into how Harvey identifies people who can thrive in that environment, what changes when most of your company is relatively new, the role its founders play in maintaining culture, and why judgment becomes increasingly important when employees are given the freedom to move fast.

Transcript

0:00
48:08

7,107 words · 3 speakers

Speaker names marked are inferred from speaking time and the show’s known hosts — they are not voice-verified.

Topics

  • Harvey
  • A16Z
  • San Francisco
  • AI
  • New York
  • London
  • Sydney
  • Singapore
  • models
  • OpenAI

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