This Week in Startups

Inside Harvey AI’s $8 billion AI lawyer app, PLUS How OpenRouter unites the LLMs | E2207

78 snips
Nov 11, 2025
Gabe Pereyra, Co-founder and President of Harvey AI, discusses how AI can revolutionize the legal industry, overcoming challenges posed by traditional billable hours. He highlights the success of Harvey’s Vault and Assistant products and shares insights on client collaboration. Alex Atallah, Co-founder and CEO of OpenRouter, delves into the complexities of integrating multiple LLMs with a unified API, emphasizing the growing importance of benchmarks and resource-specific models. Both guests explore the transformative impact of AI on professional services.
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ANECDOTE

From Reddit Experiments To Enterprise Focus

  • Harvey began with consumer legal help experiments but shifted to corporate law due to data sensitivity and regulation.
  • Pereyra recounts early success on public tenant questions but highlights limits on private, sensitive corpora.
INSIGHT

Context Over Fine-Tuning

  • The hard part isn't just fine-tuning models but assembling all contextual data from multiple systems into a single client-matter view.
  • Harvey emphasizes integrations with iManage, NetDocs and strict 'eyes off' policies for client data.
ADVICE

Reframe Pricing Not Just Cut Hours

  • Prepare law firms for new pricing and delivery models as GenAI increases efficiency and pressures billable hours.
  • Pereyra advises firms to repackage services (fixed fees, scale) to gain software-like margins.
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