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Data models and architecture
What each layer of the plant stack actually holds, and where the joins break
Guide · 11 min
Nine data model mistakes manufacturers make
Most failed plant analytics projects were lost at the model, months before anyone looked at a chart.
ReadExplainer · 10 min
Data architecture for a plant, explained without the jargon
Edge, historian, UNS, lakehouse, warehouse, semantic layer — what each one is actually for, in factory terms.
ReadGuide · 8 min
Making OEE mean the same thing everywhere
Definitions, loss coding and the shared model that ends the cross-plant argument.
ReadStart here
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