Nobody buys AI

Nobody buys AI. They buy the end of a problem that is currently costing them money, and they buy it out of a budget that already exists.

A physician group is not shopping for a model. They are trying to stop losing money on avoidable admissions. A health system is trying to get a service line off a waitlist. An at-risk group is trying to find the twelve patients this month whose next ninety days will otherwise cost them a quarter of a million dollars.

Those are the sentences the buyer says in their own head. If your first slide does not contain one of them, you are asking a busy person to do the translation for you, in a meeting they scheduled as a favour.

What the deck usually says instead

Architecture. Model performance. A validation study. The training corpus. Sometimes a sentence about being HIPAA-compliant and SOC 2 Type II, offered as though it were a differentiator rather than the price of admission.

All of it is true and none of it is the purchase. Those slides answer the question "is this real?" — which is the second question, and only gets asked after the first one is already answered.

The first question is "what does this stop costing me, and when?"

The specific failure I see most

The product is sold to the person who finds it most interesting rather than the person whose budget it comes out of. Innovation officers, chief medical information officers, a curious physician champion — all genuinely enthusiastic, none of them holding the money.

Pilots multiply. Enthusiasm is real. Nothing converts, because nobody in the room ever had to give something up to say yes. A pilot that costs a buyer nothing tells you nothing about whether they will buy.

How to test your own positioning in one sentence

Write down the sentence your buyer would say to their CFO to justify the purchase. Not your sentence — theirs, in their language, with their number in it.

If you cannot write that sentence, your pipeline problem is not lead generation and hiring another salesperson will not fix it. If you can write it, and it does not appear in your first two slides, you have a much smaller and much more fixable problem.

Healthcare buys outcomes it can put in a budget line. The technology is how you deliver it, not what you are selling.

Katie Jackson is the founder of Unbound Growth Advisory, which builds the commercial foundation healthcare companies skip. Twenty-seven years inside healthcare’s buying process, then three commercial organizations built or rebuilt from nothing. Start a conversation or read the FAQ.