Disruption without
the drama.
An 18-question rubric. Four phases of evidence. Independent review that overrides self-report, and roadmap interventions that move the number a board can trust.
Four phases of evidence
P4 › P3 › P2 › P1- Live
P1
Self-assessment
Three to five senior leaders score the rubric independently.
- 2026
P2
Artifact review
Policies and charters graded against the rubric, with citations.
- 2027
P3
Observation
Consultants observe live operations.
- 2027
P4
Telemetry
Continuous metrics from model registries.
Eighteen questions across eight dimensions.
Dimension stage is the minimum across its questions. Overall stage is the minimum across dimensions. One ungoverned area drops the entire score, exactly how a regulator would assess.
D1 · Gateway
Strategy & Leadership
Q01 · Q02
D2 · Gateway
Data Foundations
Q03 · Q04
D3
Technology, Platform & MLOps
Q05 · Q06
D4 · Gateway
People, Skills & Operating Model
Q07 · Q08 · Q09
D5
Governance, Risk & Compliance
Q10 · Q11 · Q12
D6 · Gateway
Security & Trust
Q13 · Q14
D7
Use-Case Portfolio & Delivery
Q15 · Q16
D8
Value Realization & Culture
Q17 · Q18
Self-assessments drift up.
Leaders said 76 percent of employees were enthusiastic about AI. Only 31 percent actually were.
Source: Harvard Business Review, November 2025.
Choose how the diagnostic starts.
Free to see a directional stage. Paid for the full eighteen-question rubric, human QA, and a roadmap a board can read.
8 questions, instant directional score.
- 8-question rubric
- Instant directional stage
Full 18-question rubric, AI-scored with human QA.
- Full 18-question rubric
- AI-scored, human QA reviewed
- Five-stage maturity placement
- Roadmap report
- Industry overlay
- EU AI Act / ISO 42001 notes
Everything in Self-Serve, plus a human debrief.
- Everything in Self-Serve
- 60–90 minute human debrief call
- Tailored priority roadmap
+ $299/mo — Unlimited platform access.Coming soon
Looking for ongoing advisory instead of a one-time assessment? See consulting & retainer pricing