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Adaptive CEO Julien Launay took the stage at The AI Conference to share Adaptive's perspective on the rapidly evolving landscape of enterprise AI. Launay explored why generalist LLMs fall short for production-scale use cases and how RLOps bridges the gap between off-the-shelf models and the specialized agents businesses need to create real value. Drawing on Adaptive's experience working with clients like AT&T and Manulife, he outlined how enterprises can achieve frontier performance at up to 90% lower cost by building specialized models that learn continuously from production feedback.