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DATA-LITERACY8 MIN READ

Mapping Data Transparency Gaps in Product Lifecycle

Identify which product lifecycle stages lack data transparency and recommend integration points to improve cross-functional decision-making

You're reviewing data access across your company's product lifecycle. Which stage needs immediate transparency intervention? Design phase: Engineers lack access to field failure data from previous products Correct diagnosis. Design decisions suffer without usage patterns and failure modes from production. Manufacturing: Production metrics isolated in plant systems, unavailable to quality and supply chain teams Valid choice. Siloed manufacturing data prevents early detection of process inefficiencies. Disposal: Recycling and sustainability data not connected to product designers Important but secondary. Disposal insights improve long-term strategy, not immediate operations. What's your first integration action? Create a shared data standard that maps field failures…

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