Smart Manufacturing & Industrial IoT Transformation Playbook
- Practitioner
- Advanced
- Template Included
A framework for smart manufacturing and industrial IoT transformation that connects factory-floor sensor and equipment data to genuine operational decision-making, avoiding the common failure mode of extensive instrumentation producing dashboards that don't actually change how operations run.
We've already instrumented much of our factory floor with sensors —
why hasn't it changed operations much? This is the most common failure mode in industrial IoT — instrumentation without a clear decision-action loop produces data and dashboards, but doesn't change behavior unless specific decisions are redesigned around the new data availability.
Where should smart manufacturing investment start?
With a specific, high-value operational decision currently made with incomplete information (unplanned downtime response, quality issue root-causing), not with comprehensive instrumentation for its own sake.
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