StrictlyVC Download Why Harvey's Hardest Problem Isn't AI—It's Multi-Entity Collaboration
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Nov 12, 2025 
Winston Weinberg, co-founder and CEO of Harvey, a cutting-edge legal AI startup, shares fascinating insights into the company's journey. He reveals that Harvey's inception came from a unique Dungeons & Dragons experience with GPT-3. The discussion touches on Harvey's impressive growth, with one-third of revenue now from corporate clients. Winston also dives into the complexities of creating a multiplayer legal platform that respects ethical walls across 63 countries. He argues that AI will change the legal landscape but asserts that professional services won't disappear overnight.
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Top Workflows: Drafting, Research, Analyze
- Lawyers use Harvey mainly for drafting, research, and analyzing large document sets.
- Emerging litigation use and partnerships (e.g., LexisNexis) expand research capabilities.
Moats Come From Workflows And Multiplayer
- Build deep workflow data and rigorous evaluation frameworks as a moat rather than only relying on underlying models.
- Prioritize multiplayer product features to serve both law firms and in-house teams together.
AI Commoditizes Tasks, Not Judgment
- AI will commoditize low-level legal tasks quickly but elevate strategy and judgment work.
- Harvey aims to be software that augments lawyers rather than replacing the professional services model.