12. KPI Architecture - The Language of Enterprise AI Transformation.
Episode 12 · Book discussion · 14 March 2026 · 16:38
What makes a KPI useful for enterprise AI transformation?
This book discussion explores KPI Architecture: defining a metric through a formula, a data source and an accountable owner. It examines how explicit measurement rules can reduce ambiguity between tactical activity and strategic outcomes.
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In this episode
- Formula-first metric definitions
- Verifiable data and ownership
- Versioned measurement and outcome traceability
Sources and context
This is a discussion of the book’s argument; the linked overview is not the complete chapter or an independent evidence review.
About this recording
Curated and orchestrated by Moses Sam Paul, Partner at Growth Flow Engineering, with AI-generated hosts and discussion. These are edited episode notes, not a verbatim transcript. The recording retains its original publication date; notes were updated on 10 November 2026.
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