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LinkedIn 9 min read ·Level 200·2026

Mapping the pools: why AI ROI depends on where value actually lives

The problem
AI dashboards track whether a use case hit its ROI target, not whether it was the right use case.
Why it matters
Value-pool mapping shows where value actually sits before you choose what to build.
Who should read it
CFOs, strategy leads
What you'll get
A portfolio lens for AI investment.
Series
AI Value Strategy, Part 4 of 7
Cross-industry AI value & ROIStrategy Why (thought leadership)
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