Check out the original source here.

Adaptive CEO Julien Launay joined BFM Business's "Tech & Co Business" program at WAICF 2026 to tackle one of the most pressing questions for enterprise AI leaders: how do you move large language models from pilot projects into the core of your operations? Launay explored how enterprises are embedding LLMs into workflows, from customer support and fraud detection to document processing, and explained why off-the-shelf generalist models are not built for production at enterprise scale. Organizations need specialized models tuned to their specific data and use cases, combined with the cost-performance ratios that make deployment sustainable.