No Priors: Artificial Intelligence | Technology | Startups Scaling Legal AI and Building Next-Generation Law Firms with Harvey Co-Founder and President Gabe Pereyra
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Dec 5, 2025 
Gabe Pereyra, co-founder and president of Harvey, guides listeners through the revolutionary impact of AI on the legal industry. He highlights how Harvey has scaled rapidly to serve major Fortune 500 clients by transforming legal workflows. Gabe discusses the rise of agentic AI applications that enhance research and drafting while preserving key roles for senior partners. He also explores the challenges and vast opportunities in legal tech, asserting that AI aims to empower firms rather than replace them.
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From Personal Copilot To Firm-Oriented Platform
- Harvey evolved from a single-lawyer productivity tool into a platform for firm-wide matter orchestration and governance.
- The core problems at scale are orchestration, governance, and enterprise product challenges beyond raw model intelligence.
Platform For Firm–Client Collaboration
- Clients began adopting Harvey via law firms and demanded secure collaboration with in-house teams.
- Harvey focuses on secure data sharing and integrations so law firms and corporate legal teams can co-work on matters.
Legal Workflows Resemble Complex Codebases
- Large-firm legal work is complex, unstructured and akin to understanding a codebase made of contracts.
- Models excel at text-heavy workflows but unlocking value requires structuring those workflows and context.