Rockwell now owns three overlapping MES products. Here’s a practitioner framework for deciding which one — if any — actually fits your line, instead of defaulting to the badge on your drives.
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The bottleneck in closed-loop predictive maintenance isn’t the vibration or thermal model — it’s whether MES can supply enough context to turn an alert into a work order a technician can actually execute.
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GE Proficy has added agentic AI orchestration features to its 2026 product roadmap. Here’s a vendor-neutral way to figure out what actually works with your existing data model versus what’s still marketing.
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CISA’s secure-by-design language is showing up inside ICS advisories themselves, and plants need a repeatable way to decide what actually demands a shutdown versus what compensating controls can hold until the next PM window.
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VDA 5050 v2.1 has moved from pilot curiosity to procurement requirement, letting plants mix AMR vendors on one control layer — but the spec only covers the wire protocol, not the hard parts your MES still has to solve.
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AI code-assist plugins are landing in TIA Portal and Studio 5000 faster than most plants have a review process for them. Here’s a practitioner’s guide to what to accept, what to distrust, and how to check the work.
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