Every major automation vendor now ships an edge platform, and plant IT teams are being asked to specify one in RFPs with no shared vocabulary for comparison. Here’s a working checklist, applied to four real platforms, to get you to a pilot instead of a slide deck.
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As historian vendors reposition around AI and analytics, plant teams face a real architectural choice between tag-based enterprise stacks and usage-priced, analytics-first platforms. Here’s how to actually compare them.
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Ignition 8.3’s module ecosystem has reopened the “build MES on the SCADA layer or buy a dedicated platform” debate. Here’s a grounded way to decide which path fits your plant.
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Low-code MES platforms like Tulip promise shop-floor apps without a six-month IT project. Here’s a hands-on framework for deciding what a process engineer should be allowed to build alone, and where the model starts to strain.
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A practitioner’s comparison of roll-your-own Ignition plus InfluxDB/CrateDB historian stacks against turnkey AVEVA and Proficy historians, focused on what breaks when MES copilots need sub-second data.
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Siemens is steering Opcenter Execution Foundation, Process, and Discrete customers toward a new low-code core architecture. Here’s what’s genuinely re-platformed, what migration actually demands in re-validation and template rework, and how to decide your timing.
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Nearly every major MES vendor now ships a native AI copilot, but demos and bolt-on chatbots look identical from the sales floor. Here’s a five-task evaluation you can run on your own system before you sign the renewal.
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Ignition’s unlimited-tag pricing looks like an obvious win over named-tag SCADA and MES stacks, but the real budget story shows up in Sepasoft module fees, redundancy, and integration labor — not the headline license.
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SAP is layering Joule copilots onto Digital Manufacturing’s quality and production modules, but the line between “included” and “billable add-on” is fuzzy. Here’s how to evaluate it before your next renewal.
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A hands-on look at what low-code MES platforms like Tulip actually deliver once the pilot-phase glow wears off — and a governance framework for deciding what belongs in citizen-developer apps versus a configured MES module.
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