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The Black Box of Buying AI

Vantage Line · October 8, 2026

Buying AI software is a black box. Think of all the questions on a buyer’s mind:

So what can a buyer do?

  1. Admit it. Say openly what you don’t know, to your team and to whoever signs off. Pretending you have the analysis when you don’t is how bad deals get justified.
  2. Ask the one question you can still answer. Is this clearly better than what we do today? You may never know by how much. Clearly better is enough to act.
  3. Demand legibility. If the vendor can’t explain what you get, how it works, and what you pay, don’t buy it.
  4. Test against the real work, and be ready to switch.

If you sell into this market, this is what your buyers are going through. So a demo is no longer sufficient. You have to make buying less terrifying. Provide an offer legible enough that the buyer can understand it without you in the room explaining. Make the test cheap and the exit honest. To win in this market, you have to give the buyer confidence that your black box is the best option for them.

A black cube on a dark background, ringed by six buyer questions: What does it do? How does it compare? Will it work? How much labor does it replace? How much will we need? What does it do to the budget?
Six questions a buyer can’t answer before signing.

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