Learn the Platform
mfgusecases.com is a structured library of manufacturing use cases — each one decomposed into value leaks, root causes, enablers, and KPIs that connect to strategic goals. These foundation pages explain how that structure works and how to navigate it efficiently.
Foundation
How This Site Is Organized
Why a single use case can show up under Quality the department, Quality the function, Quality the advantage, and Quality the stakeholder — and how to use that to your advantage.
Reading the Knowledge Graph
What the colors mean, why the shape is what it is, how to read influence, and how to use the graph for the kind of cross-cutting analysis you can't get from any AI chat.
Anatomy of a Use Case
Every use case page follows the same five-tab structure — what each section answers, why the structure exists, and how to read a use case efficiently.
Coming soon
Workflow guides for specific personas (Plant Manager, OpEx Leader, Department Head) showing how to use the platform for common questions like "where should I focus my transformation budget" or "what's the biggest cross-department gap in my plant?"
From the Blog
Worked examples and analyses that use the platform to answer real questions.
What's New Across the Mfg Value Platform This Week (October 25, 2026)
The calculator has always ended in a number: what a point of a KPI, or a whole use case, is worth a year at a plant like yours. As of this week it shows where that number comes from.
What's New Across the Mfg Value Platform This Week (October 18, 2026)
Begin with the end in mind: plan from your goals to the work that reaches them
What's New Across the Mfg Value Platform This Week (October 11, 2026)
The calculator could already tell you what a point of OEE is worth. As of this weekend it answers the question most people actually arrive with: what is this use case worth at a plant like mine?