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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As manufacturers scale digital transformation, one roadblock keeps appearing across plants, lines, and systems: inconsistent, fragmented, and poorly contextualized industrial data.The result? Missed insights, unreliable analytics, integration delays, and costly rework. But there is a better way.This guidebook from HighByte introduces a modern approach to industrial data modeling—not as a technical exercise but as a strategic capability that […]
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