Blog posts

November 19, 2025

Deloitte and Adaptive ML: Approaches to Enterprise AI

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See the video here.

A joint conversation between Deloitte, Battery Ventures, and our CEO Julien Launay exploring practical approaches to enterprise AI deployment. The discussion covers how large organizations are moving beyond experimentation with LLMs and into production, the role of reinforcement learning in fine-tuning models for specific business outcomes, and why off-the-shelf models often fall short in regulated enterprise environments.

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