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Winston Weinberg

CEO & Co-Founder, Harvey AI

Search every verified Winston Weinberg interview, podcast appearance, and on-the-record quote — each transcript cross-checked by AI and human review to confirm speaker identity. Winston Weinberg, CEO and co-founder of Harvey AI, appeared on a podcast hosted live at ILTACON 2026, where he discussed the company’s recent product developments and strategic direction. He described the release of Harvey 2 as having two main components: deepening the product’s focus on specific legal use cases to address what he called "jagged intelligence," and expanding control features, including infrastructure that would eventually allow law firms to train their own models. Weinberg stated that he believes every law firm will need to own its intelligence in the long term and said Harvey is investing heavily in model training, both for its own platform and in collaboration with law firms. During the conversation, Weinberg also addressed the broader challenges of AI adoption in the legal sector. He noted that large-scale compute resources are effectively unavailable until 2029, which he said contributes to the "jagged intelligence" problem. He also discussed plans to build a large engineering and product development organization to support practice-area-specific model training, with product leaders given ownership of projects that would later be integrated into the broader Harvey platform.

Recent appearances

  • Winston Weinberg and Ted Theodoropoulos - ILTACON Live

    Join us for a series of podcasts hosted live on-site at ILTACON 2026! Visit our website for a 2026 wrap-up and the latest news on ILTACON 2027: https://www.iltanet.org/live-events/i...

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  • Gabriel Macht and Winston Weinberg on the Future of Practicing Law

    Gabriel Macht sits down with Harvey co-founder Winston Weinberg to discuss Suits, the evolution of legal practice, and why better ...

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  • Inside Harvey AI: CEO Winston Weinberg on How a 4-Year-Old Company Is Taking on the Foundation Labs

    Winston Weinberg is the CEO and co-founder of Harvey, the $11 billion AI platform now used by 2/3 of the AmLaw 100 and 500+ in-house legal teams including HSBC, Bridgewater, Carvana, and Blue Owl. "I think every single company is going to sell intelligence." In this episode, Winston walks me through Harvey's San Francisco HQ and then sits down to break down the state of the business: roughly $300M ARR (up from $100M last August), 2,000 customers, 960 employees across 12 global offices, and token usage that jumped from 1 trillion in January to a projected 12-13 trillion this month. "It feels…

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  • E50 - Inside Harvey with Winston Weinberg, Founder & CEO of Harvey #legaltech #AIforlegal #AI

    How did Harvey become the defining company in legal AI and where does the industry go from here? In this episode, Zach speaks with Winston Weinberg, founder and CEO of Harvey, about the company’s rapid rise at the center of the legal AI boom. They discuss how law firms are actually adopting AI, why legal workflows are uniquely suited for large language models, and what it takes to build products trusted by the world’s top legal organizations. The conversation also explores the evolving relationship between lawyers and AI, the challenges of scaling legal technology, and why the next generation…

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  • Maximize Stress to Win

    Winston Weinberg is the CEO and co-founder of Harvey, the AI platform built for the legal industry. In this episode, Winston explains how AI is reshaping legal work, why judgment becomes more valuable as routine work gets automated, and how to build the prioritization muscle required to move faster, stay focused, and make better decisions when everything is changing. He also shares the operating principles behind Harvey’s growth: make decisions faster, treat most choices as two-way doors, use stress to build resilience, prioritize the one thing that matters most and the Google Doc that drive…

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  • #93 - Harvey CEO: Individual Productivity Is a Trap

    In today's episode, Mary sits down with Winston Weinberg, CEO and Co-Founder of Harvey.ai, to talk about what it actually takes to transform legal - and why buying AI tools without rethinking how your entire organization operates is the wrong place to start. This episode is presented by Workday. ~~~ Thank you to our sponsors for making this show possible. Wordsmith.ai Brightflag ~~~ Support the show! Join Mary’s Substack Community Follow Mary on LinkedIn Rate and review on Apple Podcasts

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  • Harvey's Winston Weinberg: From Law Associate To $11 Billion Legal AI Startup CEO

    Harvey CEO Winston Weinberg operates between two worlds. On one side are highly-trained lawyers who are skeptical about AI’s ability to improve their work. On the other are Silicon Valley technologists who see law as one of the fields that the biggest AI labs, Anthropic and OpenAI, can easily absorb. Co-founded in 2022, Harvey now works with more than 100,000 lawyers across 1,000 businesses, generating $200 million in revenue and recently reaching an $11 billion valuation. On The Upstarts Podcast, Weinberg talks about how a cold email to Sam Altman helped launch Harvey’s journey; why he bel…

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  • Why This Billionaire AI Founder Doesn’t Chase Funding | Term Sheet

    Harvey co-founder and CEO Winston Weinberg has a method for leading his legal AI company, now valued at $11 billion after just three and a half years: psychological discipline. On this episode of Term Sheet, Weinberg tells Fortune’s Allie Garfinkle how he tracks his daily to-do list against his goals six months out, what he looks for in new hires, and how he avoids the pitfalls of being trapped by his own ego. 00:00 Cold open 00:36 News 02:20 Intro 03:16 What is Harvey? 07:06 How Winston started Harvey 09:05 How Winston and Gabe met 10:19 Testing their first AI models with lawyers 11:21 A…

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  • Harvey Adds AI Agent Builder for Law Firms

    Harvey, an AI provider for legal services, unveiled a tool allowing law firms to build custom agents. Harvey CEO Winston Weinberg explains why the startup is betting it can win the legal market by staying in its own lane. He joins Caroline Hyde and Ed Ludlow on “Bloomberg Tech.” -------- Like this video? Subscribe to Bloomberg Technology on YouTube:    / @bloombergtech     Watch the latest full episodes of "Bloomberg Technology" with Caroline Hyde and Ed Ludlow here:    • 'Bloomberg Tech' With Ed Ludlow Full Episodes     Get the latest in tech from Silicon Valley and around the world h…

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  • AL TV: Harvey Forum - Why London Matters, with CEO, Winston Weinberg

    AL TV: Harvey Forum - Why London Matters, with CEO, Winston Weinberg Artificial Lawyer talks to Harvey's CEO about why they ...

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  • What Claude Means for Legal AI with Winston Weinberg

    Anthropic dropped a legal plugin for Claude Cowork and $285 billion in market value evaporated in 48 hours. Thomson Reuters ...

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  • Episode 102: Inside Harvey’s Rapid Growth and Legal AI Strategy with Winston Weinberg

    Legal AI at Scale: Inside Harvey’s Rapid Growth // How do legal AI companies actually scale while earning trust from law firms? Learn more in this episode. 🔔 Subscribe for more legal innovation insights:    / @getinfodash   ✍️ Detailed show notes for this episode can be found here: https://legalinnovationspotlight.com/... We covered a LOT in this episode but here are the key takeaways: ✅ How Harvey grew from idea to widely adopted legal AI platform ✅ Why hiring strategy matters more than speed in hypergrowth ✅ How memory and metadata can transform legal workflows ✅ The role of customer enga…

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The summary and quote tags on this profile are produced with AI assistance from verified, first-person interview transcripts, then checked by our team to confirm the speaker's identity and the accuracy of every quote. See how we verify →