This week's episode tracks AI's shift from a product story into a procurement story. Cato and Layla walk through why enterprise buyers are no longer just asking which model is strongest. They are asking whether access can disappear, whether retention terms can change, whether safety claims create customer risk, and whether a vendor's political exposure belongs in the price of the tool.

The important shift is that AI adoption is becoming more normal and more complicated at the same time. The bullish case is not that the friction disappears. It is that the productivity delta may be large enough for companies to tolerate ugly contracts, usage caps, model routing, identity checks, and procurement review. That changes where power sits. A CFO who understands agent-hour pricing gains leverage over employees who only see usage limits. A vendor that controls routing gains leverage over teams choosing models. A government that can interrupt access gains leverage over customers who thought they had bought neutral cloud software.

The episode's falsifier is straightforward: if frontier AI buying becomes simpler, cheaper, more portable, and less politically sensitive over the next few quarters, then procurement risk was a temporary adjustment. If instead customers keep adopting while demanding more fallback vendors, clearer retention language, audit trails, usage governance, and price discipline, then this week marked a durable transition from model excitement to enterprise operating system politics.