What We Think
Insights, frameworks, and analysis on AI transformation.
Research and thinking on the organizational dimensions of AI — grounded in the HandsOn AI Operating Model and the evidence from real transformation programs.
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The AI Framework Paradox: Ten Standards, One Gap
Organization Design for AI · Insight The AI Framework Paradox — Why Ten Standards Don’t Close the Organization Gap NIST, ISO 42001, the EU AI Act, McKinsey, BCG, Bain, Deloitte, Microsoft, Google. Ten dominant standards govern risk, law, strategy and values. Not one takes organization design apart as the primary object of design. 9 min…
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