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Module 5 — ImplementationEpisode 17Implementation & Delivery8–10 min

Avoiding Competing Initiatives — The Governance Trap

Show why competing AI initiatives across business units happen by default — not by design — and how an AI council model coordinates without creating bureaucracy; plus the portfolio structure that balances quick wins with long-term capability building.

AE019

Avoiding Competing Initiatives — The Governance Trap

In the pipeline · coming later this year

Episode notes coming with the video

Full episode summary, research citations, field observations, and the practical takeaway will appear here when the episode is released.

Alexey Makarov

Alexey Makarov

AI Enablement Strategist and Educator. Leading the AI Center of Excellence at SEFE. Creator of the Unreasonable AI YouTube channel. Based in Berlin.

About Alexey →