Harvey's headcount surged sixfold in a single year—trust, not process, sustains this pace
In one year, Harvey's valuation leapt from $30 billion to $110 billion, and headcount from 300+ to nearly 2,000. Yet the VP of Talent credits this pace not to new process, but to founders' trust and employee autonomy that have never been constrained.
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Harvey's headcount surged sixfold in a single year
Maggie joined just one year ago when employee numbers were in the 300s, yet Harvey has added over 1,000 new hires and expects to approach 2,000 by year-end. The critical insight: over 70% of the current staff joined after January 1 this year, meaning many recruiting managers, recruiters, and new hires themselves are new to the company. They're figuring out as they work what actually works in Harvey's culture, rather than importing playbooks from previous employers.
— Maggie LandersHarvey ships in a month what most companies take a quarter to deliver
Maggie emphasizes that Harvey's pace functions as a filtering mechanism. Even people who felt their prior company moved fast discover Harvey operates on a completely different scale. Most new hires were successful in their previous fields and accustomed to getting things right, but Harvey requires letting go of ‘must be first’ thinking and accepting a higher error rate. The focus shifts to rapid failure and rapid correction rather than getting it perfect the first time.
— Maggie LandersFounders eliminate approval chains and stay directly engaged in operations
Maggie describes what makes founders Winston and Gabe distinctive: they combine strategic foresight with deep involvement in daily execution details. Harvey isn't the kind of company where you submit a deck, wait eight weeks, and eventually see executives—staff can reach Winston or Gabe directly on Slack and get near-instant responses. This accessibility cascaded through the entire leadership team, including later hires like COO and CISO, shaping how they approach daily work.
— Maggie LandersHarvey's adolescent stage—between startup chaos and corporate maturity—filters candidates
Maggie characterizes Harvey as operating in ‘adolescence’—neither the pre-PMF startup with fuzzy role boundaries nor a mature corporation running like clockwork. This in-between state naturally filters people: some want more structure and stability, others prefer earlier-stage chaos. The recruiting team's job is to make the interview experience reflect the actual working state as closely as possible, letting candidates judge for themselves whether they want to stay.
— Maggie LandersThree core values sustain speed without waiting for consensus
Every candidate interviews around three core values: Simplicity, Decisiveness, and ‘Jobs not finished.’ Decisiveness means better to err than over-analyze—decisions aren't made by waiting for 300 people to agree. Simplicity means not over-building; ship first and gather feedback. ‘Jobs not finished’ demands humility, acknowledging that current approaches could always be better. Together, these enable people who are accustomed to perfectionism to release that grip.
— Maggie LandersAs scale increased, founders chose to preserve trust over control
Winston said in an internal founder Q&A that what he most wanted to preserve during scaling was trust. Maggie believes this trust in staff translates directly to autonomy for front-line employees: no multi-level approvals, no excessive oversight. That's what allows Harvey to continue hiring a thousand people, making mistakes, and experimenting at its current pace. Even with only four years of history, this trust has never been tightened.
— Maggie LandersLegal expertise outweighs pure AI backgrounds in hiring
Maggie reminds candidates that transforming legal is completely different from transforming customer service, building AI harnesses, or building models—even though Harvey now builds its own models. The company has many current or former practicing lawyers scattered across product (applied legal researcher), innovation partnerships (legal innovation partner), and sales (legal engineer). Interest in and respect for the legal industry itself is what distinguishes Harvey from companies like Anthropic, OpenAI, 11 Labs, and Sierra. Candidates need to think this through before deciding to join.
— Maggie LandersJudgment is the hardest quality to assess, yet determines who succeeds
In an environment of high autonomy and rapid decisions, the most critical but hardest-to-evaluate quality is judgment: knowing when to loop in the right person before you hit send, rather than gathering 20 people for a meeting or going completely solo. Maggie describes it as a voice in the back of your head. It's precisely this judgment that lets employees with substantial autonomy maintain the company's trust in them.
— Maggie LandersIn their own words · checked verbatim
You're going to do more in a month at Harvey than you would in a quarter somewhere else. I'll do more in a year than you probably would over a few years elsewhere.
Maggie Landers7:20
So you're going to fail more than you're necessarily going to get it right. And so I think the emphasis is on both failing fast and correcting experimentation … to make something or build something that has never been built before.
Maggie Landers8:21
Harvey is entering teenage years. I would describe it as such because we are not this teeny tiny startup that hasn't found product market fit. And we're also not this fully actualized sort of old, longstanding, mega public company.
Maggie Landers19:10
Our goal, especially on my team as a recruiting team, is to make sure the resort matches the brochure.
Maggie Landers20:14
So for decisiveness, Winston loves to say we don't take the square root of the weather.
Maggie Landers30:45
Winston said recently in one of our co-founder AMAs that the thing that he wants to hold on to most as we grow is trust.
Maggie Landers34:57
You have to have good judgment. You have to have that like voice in the back of your head that's saying, hey, before I like press send on this thing.
Maggie Landers45:50
Figures
| Harvey valuation, February 2025 | $30 billion | 1:04 |
| Harvey valuation, June 2025 | $50 billion | 1:04 |
| Harvey valuation, October 2025 | $80 billion | 1:04 |
| Harvey valuation, March 2026 | $110 billion | 1:04 |
| New hires over past year | Over 1,000 | 3:07 |
| Projected year-end headcount | Approximately 2,000 | 3:07 |
| Percentage of hires after January 1 | Over 70% | 3:07 |
| Recruiting team growth | From 16 to 80 | 27:31 |
| Current open positions | Over 400 | 28:40 |
| EPD office locations (18 months) | From 1 to 4 (San Francisco, Toronto, New York, Bangalore) | 37:10 |
Glossary
- Progress over perfection
- A culture that encourages rapid iteration and tolerates errors, prioritizing momentum over getting things right the first time.
- Jobs not finished
- One of Harvey's three core values, emphasizing humility about current solutions and commitment to continuous improvement.
- EPD
- Harvey's internal term for the integrated trio of engineering, product, and design functions.
How to listen
For founders, HR leads, and early employees scaling rapidly and relying on values and trust to maintain efficiency in the absence of mature processes.
The first two minutes covering the company's birthday celebration and team atmosphere pleasantries.