If a customer or auditor is going to ask for a trace report before your genealogy rebuild is even scoped, here’s how to get lot-level traceability working with what you already have.
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Ignition 8.3’s GA release, with its rebuilt Perspective module and expanded edge/cloud licensing, has plant IT teams asking whether they still need a separate historian. Here’s a practitioner’s scoring of the tradeoffs.
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Three regulatory regimes are converging on manufacturers at once, and the reflex to shove every new compliance field into MES genealogy tables is the wrong move. Here’s a framework for deciding what actually belongs where.
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Gartner’s 2026 MES Critical Capabilities refresh adds formal AI-orchestration and composability scoring — but the Leaders quadrant reflects Gartner’s use-case weighting, not yours. Here’s a worksheet approach to re-score it against your own plant’s maturity.
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Genealogy and OEE don’t fail because of bad software — they fail because the PLC and SCADA tags never captured the attributes ISA-95 assumes exist. Here’s the object model, worked through a single production order.
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CISA’s secure-by-design push is turning SBOMs from a software-supply-chain talking point into an actual procurement requirement for ICS/OT gear. Most plant teams aren’t ready to ask for one, let alone use it.
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Generative AI copilots are showing up inside MES and EBR authoring tools, promising faster work instructions and batch records. Here’s what’s actually ready for a regulated shop floor, what isn’t, and the sign-off workflow that keeps QA on your side.
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As cobots move from standalone cells into fully integrated packaging and assembly lines, their vendor-specific state models don’t map cleanly onto PackML — and plants that fudge the translation end up with SCADA and MES data that lies about downtime, changeovers, and true equipment state.
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