A diagnostic that scores your org on five independent dimensions, names the anti-stages most maturity models hide, and ends with a 30-minute artifact review you can run without a consulting engagement.
Most first AI picks fail because the workflow was wrong, not the model. Score risk, value, and signal quality as separate axes. Treat your first three pilots as three different questions about the organization. Pick boring. Pick measurable. Pick diverse.
A week-by-week operating plan for the new VP of AI, CAIO, or CTO who just inherited a transformation mandate. Stakeholder map, named failure modes, the quick-win shortlist, and the board brief that earns a second 90 days.
Your employees are already running AI on personal cards because procurement moves at geological speed. Crackdowns don't kill usage — they kill visibility. Build the discovery-to-sanctioned pipeline that makes the official channel faster than workarounds.
46% of AI proofs of concept never ship. The gap is not technical. It is structural: PoC culture rewards experimentation and punishes shipping. A 90-day decision gate, an operational owner, and an incentive rewrite — or pilot purgatory wins again.
Push automation onto an absent substrate and you get usage numbers without capability. Four layers — Literacy, Sandbox, Playbooks, Feedback Loops — a scored readiness rubric, and the sequencing rhythm that holds after the mandate memo fades.