Foundations: alignment, governance, data

A new OpenAI framework lays out what it actually takes for enterprises to move beyond pilots and into true whole-organization transformation, and the lessons reveal a widening gap between leaders who are building systems for compounding ROI and laggards stuck in experimentation mode. Today’s episode breaks down the four mindset shifts companies must make, the foundations that matter most, and why governance, fluency, and iterative product building define the real path to scaling AI in 2026.

White paper: https://cdn.openai.com/business-guides-and-resources/from-experiments-to-deployments_whitepaper_11-25.pdf

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