davidfacer.com / aimaturitymodels.com / Maturity Model Assessments / Product Prioritization
Product Prioritization Maturity Assessment
Self-score your organization across 3 dimensions. Download a summary, or generate an AI-assisted Executive Readout.
Value Model Coherence
The capability to define and maintain an explicit model of product value that makes unlike drivers comparable without collapsing them — including strategic, customer, market, economic, architectural, delivery, risk, and debt considerations. AI becomes relevant only when it can use, challenge, or help improve that governed model.
Priority is determined mainly by advocacy, urgency, executive request, anecdote, or estimated effort. Individuals may use AI privately to draft business cases or make a preferred item sound more compelling, but there is no stable value model against which the output can be tested.
AI-Native Product Prioritization Maturity Model © 2026 David Facer — CC BY 4.0
Dimensions are scored independently — no averaged score is computed; the profile above is the result.
Content pinned to commit 9d8c0a1 of the canonical model repo.