Big Data and Microservices

Oct 6, 2026 · Industry Insights

AI in Chemicals: Why PID Autonomous Control Trumps Molecule Discovery

This article analyzes two distinct AI paths in chemical engineering—formula R&D for new materials and process control for optimizing existing plants—highlighting that the critical frontier is PID autonomous decision-making, not molecule discovery, and provides a framework for evaluating AI projects through data comparability, control handover stages, and lab-to-production gaps.