Gabe Pereyra

In this LinkedIn Live, Ted Theodoropoulos (CEO, Infodash) sits down with Gabe Pereyra, (Co-Founder, Harvey), to explore how autonomous AI agents are reshaping the legal industry. Gabe shares insights from his background at Google Brain and DeepMind, and breaks down how Harvey is evolving from traditional prompt-based AI into powerful agent-driven workflows that can plan, iterate, and execute complex legal tasks with minimal human input. Together, they unpack:

• What “AI agents” actually mean and why the definition is still evolving
• The shift from deterministic workflows to autonomous, self-directed systems
• How law firms are already deploying thousands of agents across real use cases
• The difference between Workflow Builder and Agent Builder inside Harvey
• Why legal work, despite being non-deterministic, is primed for agent-based automation
• How firms are using AI to rethink pricing models and deliver fixed-fee services
• The challenges of trust, governance, and ethical walls in autonomous systems
• Why integrating AI across the entire firm (not just point solutions) is critical
• The future of AI interfaces, including Copilot-style routing across enterprise tools

This conversation also dives into the realities behind the hype, highlighting both the massive opportunity and the complexity of deploying AI at scale in legal environments. From data privacy and infrastructure to organizational transformation, this is a candid look at what it really takes to adopt AI in law.