Shadow AI AuditMap unknown AI tool usage and compliance riskAI Alignment WorkshopResolve leadership misalignment on AI strategyOpportunity SprintModel ROI on 3–5 candidate workflowsVertical Slice RebuildOne workflow rebuilt end-to-endChange Management ActivationCommunications, toolkit, resistance strategyAI Agent POCOne production-grade AI agent with governanceAI Leadership LiftOperating capability for middle management
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Insights
Operating-model thinking, not AI commentary.
What actually moves pilots into production: owners, metrics, kill criteria, and a delivery cadence. Written from the work, not the sidelines.

Frameworks
Why we host the room, not the workshop
Most AI advisors compete on workshop content. The ones that matter compete on hosting the decision. A conversation about Schwarzkopf shampoo, and what it taught us about advisory in the AI era.
Frameworks
Why your AI pilots aren't reaching production
Most stalled AI pilots aren't blocked by capability. They're blocked by ownership. Here are the five owners every production-bound workflow needs.