Industrial AI is crossing the line from deterministic automation into systems that can see, think, act, and learn. Honeywell CTO Suresh Venkatarayalu, who studied neural networks 31 years ago when he joined the company, calls it a physical AI transformation, and at Dell Technologies World 2026, he joined Sam Grocott, SVP of Product Marketing and AI Product Management at Dell Technologies, to break down what Honeywell Forge chapter two looks like, why the Dell AI Factory with NVIDIA was the right infrastructure foundation for scaling AI across 50 to 60 million industrial and commercial assets, and what the shift from AI pilot to enterprise-scale deployment actually requires.