This Week In AI Business: The AI Adoption Crossroad [Week #12-2025]


Last week, I left you in the middle of the most critical business transition of the previous 30-50 years. Or the phase when AI makes it to the masses or falls back to a new – commercial this time – icing age.

In this weekly, I want to show you what next steps are to successfully pass this delicate phase.


The weekly newsletter is in the spirit of what it means to be a Business Engineer:

We always want to ask three core questions:

  1. What’s the shape of the underlying technology that connects the value prop to its product?

  2. What’s the shape of the underlying business that connects the value prop to its distribution?

  3. How does the business survive in the short term while it sticks to its long-term vision via transitional business modeling market dynamics?

These non-linear analyses aim to isolate the short-term buzz and noise, find the signal, and ensure you can reconcile the short with the long term!



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