Most genealogy gaps don’t happen mid-run — they happen at changeover, when nobody trusts the system enough to skip a manual re-scan. Here’s how to configure event-triggered lot linkage so the data captures itself.
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Purpose-built historians and general-purpose time-series databases now genuinely compete for the same budget line. Here’s how to figure out which workloads on your floor actually need historian-grade guarantees — and which don’t.
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A single static ideal cycle time per asset makes high-mix lines look chronically broken and hides genuine improvement. Here’s a practitioner playbook for building SKU-aware, changeover-aware OEE inside the MES and historian you already have.
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SAP’s ECC end-of-mainstream-support deadline is pushing manufacturers into S/4HANA migration planning right now — and SAP is using that moment to pull Digital Manufacturing deeper into shop-floor territory. Here’s how to keep the ERP timeline from silently making your MES decision for you.
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Takt time, cycle time, and throughput answer three different questions, but they get used interchangeably in planning meetings and MES configuration alike — with consequences for staffing, bottleneck identification, and scheduling logic.
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CISA’s CIRCIA rulemaking is turning OT asset inventory from a security nice-to-have into a compliance obligation with a reporting clock. Most plants’ inventories aren’t built for that — here’s how to fix them before an incident forces the issue.
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As plants scale past pilot AMRs into mixed fleets of 20 or more robots, the real bottleneck is traffic arbitration between fleet managers that don’t talk to each other — and VDA 5050 is finally making a neutral coordination layer practical.
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OPC UA FX is moving from spec to shipping silicon in 2026. Here’s a practitioner’s checklist for deciding what it should replace in your next cell design — and what it still can’t touch.
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