How Agentic AI Changes Factory Data Requirements
· Artificial Intelligence & ML

How Agentic AI Changes Factory Data Requirements

Most factory data architectures today serve between 10 and 50 consuming systems. Agentic AI will push that number into the thousands, a 100x increase in edge-based data consumers. The ISA-95 layer-by-layer model was not designed for this volume, and manufacturers need to rethink their data infrastructure before scaling AI agents. IDC reports that 56.6% of […]

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Agentic AI Isn’t a Product – It’s an Integrated Business Strategy
· Process Manufacturing

Agentic AI Isn’t a Product – It’s an Integrated Business Strategy

IIoT World covers agentic AI adoption in manufacturing through practitioner case studies and expert sessions, including Industrial AI 2026 Summit, September 9-10, 2026. Everyone’s talking about AI. From pilot projects and co-pilots to promising dashboards, artificial intelligence is cropping up left and right in manufacturing. What’s rare, however, are wide-scale implementations that deliver measurable results […]

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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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