davidfacer.com / aimaturitymodels.com / AI-Native Maturity Models / Portfolio Prioritization / Whole-Model View

Portfolio Prioritization — Whole-Model View

Three dimensions, five maturity levels each. Select a cell to read it — click, or use the arrow keys. The detail is always open.

Level E’s reference pattern, the Strategic Value Matrix, ranks a sample portfolio you can edit.

DimensionANascentBModeledCContinuousDIntegralETelemetric
D1Value Model Coherence
Priority argued by advocacy; AI drafts private business cases.
AI summarizes proposals against a common, generic scoring method.
AI maps proposals to defined criteria, flags scoring inconsistencies.
AI runs sensitivity analysis; humans still govern weights, rankings.
AI continuously refreshes the model; humans authorize each change.
D2Decision Governance & Portfolio Integration
Local decisions by loudest voice; AI advocacy stays invisible.
AI preps meetings, summaries; executives still override informally.
AI assembles evidence, provenance; named humans decide, commit, record.
AI models cross-portfolio displacement; humans govern final commitments.
AI monitors, initiates reconsideration continuously; humans own choices.
D3Outcome Calibration & Adaptation
Decisions rarely revisited; AI summaries lack a comparison baseline.
AI synthesizes occasional retrospectives; lessons rarely reach the model.
AI connects decisions to evidence, keeps inference visibly distinct.
AI identifies systematic bias by criterion; anchors adjusted empirically.
AI detects drift, bias continuously; failure routed to authority.
What D1 measures

The capability to define and maintain an explicit model of portfolio 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.

Where it ends

Sustain empirical and strategic integrity: verify that evidence refresh improves the model without allowing automation, recency, or persuasive inference to redefine value silently.

⚠ = open review item

Currency basis: short-form cells pinned at 5edc31d; full model text pinned at 5edc31d; Strategic Value Matrix frame pinned at 5edc31d; Strategic Value Matrix sample pinned at 5edc31d; Strategic Value Matrix conformance cases pinned at 5edc31d. One basis throughout.

Feed This to Your AI