Why it matters
AI Engineer session on Real ROI: Lessons from Enterprises that have already succeeded with LLMs at Scale: Raza Habib. It adds practical context for how teams are building and operating AI systems in production.
My takeaway: Real ROI: Lessons from Enterprises that have already succeeded with LLMs at Scale: Raza Habib is an enterprise-adoption signal. The practical read is to watch how deployment scale, data boundaries, operational ownership, and platform controls change as AI moves out of experiments.