Why Factory Optimization Falls Behind Operational Reality
· Process Manufacturing

Why Factory Optimization Falls Behind Operational Reality

Factory optimization often underdelivers because it assumes a level of operational stability that rarely exists in practice. Modern manufacturing environments change continuously across product mix, labor availability, equipment behavior, and process configuration. Optimization approaches, however, remain structured around periodic review, static metrics, and human-led analysis that cannot keep pace with this variability.This mismatch becomes easier […]

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The Rise of AI Agents: Redefining Automation in Manufacturing
· Discrete Manufacturing

The Rise of AI Agents: Redefining Automation in Manufacturing

AI agents are rapidly transforming industries, and manufacturing is no exception. While initial applications focused on optimizing HR, finance, legal, and claims management, AI agents are now driving significant improvements in core manufacturing operations.These intelligent systems generally take two forms: Independent AI agents that operate autonomously, handling complex, end-to-end tasks with minimal human input. Collaborative […]

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