W White Paper
The Industrial AX Data Infrastructure Guide
Turn every plant signal into your business pulse — a five-stage roadmap from connectivity to AI
PDF · 2026 EDITION · FREE
A What you'll take away
A five-stage infrastructure roadmap
Connect → collect → unify → analyze → AI, with the goals and prerequisites of each stage on a single map.
The five recurring manufacturing data problems
Silos, format sprawl, context-free tags — the bottlenecks every plant hits, traced back to their causes.
UNS and ontology, hands-on
Unified namespace and asset models explained from a build-it perspective, not as abstractions.
Three architecture patterns compared
Centralized, edge-first, and hybrid — the trade-offs at different scales and constraints.
A 15-point readiness checklist
Measure where your plant stands today and what to prepare for the next stage.
Mapping the stages to PlantPulse
How Edge → Platform → AI → Studio line up against each stage of the roadmap.
B Download
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