Most plants were built to make products, not to feed AI agents. The operational knowledge that AI needs is locked in formats that were never designed to be searched, structured, or consumed by machines.During a session at IIoT World’s AI Manufacturing Day 2026, Chris Huff and Anthony Vigliotti of Adlib Software, alongside Mathias Oppelt of […]
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The Stanford Emerging Technology Review (SETR) 2026, published by the Hoover Institution and Stanford School of Engineering, maps ten frontier technologies moving from research into real-world deployment. Five of them are hitting manufacturing operations directly: autonomous AI agents that promise to run multi-step production workflows but keep failing in practice, robotics platforms that still lack […]
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The industrial sector is flooded with claims about fully autonomous operations, but for manufacturing executives, separating marketing from operational reality is critical. Despite the billions projected for artificial intelligence this year, the factory floor remains a complex, physical environment that does not easily bend to software trends. Only 20% to 25% of manufacturers have reached […]
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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 represents a fundamental shift in how manufacturers deploy artificial intelligence, moving from passive analytics and dashboards to autonomous agents that perceive, decide, and act within operational workflows. Unlike traditional AI copilots that wait for human prompts, agentic systems can independently monitor production lines, adjust process parameters, negotiate with supply chain partners, and escalate […]
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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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