A premium, editorial self-assessment for product leaders
Most AI initiatives fail because of organizational gaps, not technology gaps. Score yourself across 6 dimensions in 10 minutes. After signup you will receive the scorecard PDF by email instantly.
Elite, concise evaluation
Designed for VPs and CTOs
Assess leadership alignment and roadmap clarity
Evaluate how well your AI initiatives are defined within the broader business strategy and how clearly leadership communicates and supports the transformation.
Gauge data readiness and governance practices
Measure data maturity, quality controls, lineage, and compliance to support scalable AI initiatives across teams.
Evaluate skills and capacity for AI delivery
Assess the availability of data engineers, ML professionals, and product teams capable of executing AI programs.
Review governance, experimentation, and risk controls
Appraise the existence of repeatable processes, experimentation protocols, and accountable decision makers.
Inspect the tech stack and toolchain readiness
Examine platforms, model serving, data assets, and integration capabilities essential for reliable AI delivery.
Measure organizational adaptability
Evaluate readiness for change, incentives, and adoption barriers that impact AI success.
Malcolm J. Henry, Founder and Principal Advisor
Malcolm combines decades of experience in enterprise strategy and AI enablement, guiding product leaders to measurable outcomes.
Malcolm J. Henry
Founder & Principal Advisor
Alexandra Reed
Chief Strategy Officer
Daniel Kim
Head of AI Transformation
Priya Nair
VP, Client Solutions
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