Your Most Valuable Expert Is Also Your Biggest Operational Risk
In many industrial organizations, a single SME holds years of plant knowledge, operational patterns, and customer context entirely in their head. When they leave, retire, or become unavailable, the organization loses years of accumulated intelligence.
This case study explores how a global coatings manufacturer could turn expert knowledge into a shared, continuously compounding intelligence system.
Inside The Case Study
What you'll walk away with:
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Why critical OEM knowledge lives outside enterprise systems and the predictable failure modes this creates
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Why existing tools like Copilot, Glean, and Coveo solve only a fraction of this problem
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How per-OEM Knowledge Twins synthesize existing enterprise data into queryable institutional intelligence
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Concrete before/after outcomes across visit prep, onboarding, expert transitions, and cross-OEM intelligence
