In Parts 1 and 2, we looked at the five people who decide a radiology AI deal, and at the champion who has to sell it internally without much help.
Now to the person who often has the last word on timing:
A deal can have a happy radiologist, a supportive chair, and a clear clinical case, and still hear “not this year.”
(Pilot to Purchase: Part 3)
A Scenario
A vendor completes a strong pilot. The radiologists want to keep the tool, and the department chair agrees. Everyone is waiting only for finance to approve.
The CFO’s answer is polite and firm: “We like it, but our budget for this year is already committed. Let’s revisit next cycle.”
Nothing was wrong with the product. The deal simply arrived after the budget had closed.
Why Timing Is a Budget Decision
Hospital budgets are planned well ahead of the year they cover. Most money is committed before a vendor ever hears about the need, which means that a good idea arriving at the wrong moment isn’t competing on merit. It’s competing against spending that is already approved.
When a CFO reviews a request, they are usually asking four things:
✔ Where does the money come from? Is this in the current budget, or does something else have to give?
✔ Is it a one-time cost or an ongoing one? The answer changes which budget it belongs to and who approves it.
✔ What does it return? Time saved, turnaround improved, cost avoided, or revenue protected, stated in the hospital’s own terms.
✔ What happens if we wait? If the answer is “nothing,” the request waits.
A clinical case answers none of these on its own.
Where Vendors Go Wrong
“The pilot went great. Finance should just approve it.”
Vendors often treat budget approval as a formality that follows a successful pilot. For the CFO, it is a separate decision with its own calendar, thresholds, and competing priorities.
Common mistakes include:
- Learning about the fiscal calendar only after the pilot ends
- Presenting value in clinical terms, such as accuracy and sensitivity, when finance needs financial terms
- Offering a single large price with no way to start smaller
- Asking for an exception to an already-closed budget instead of getting into the next planning cycle
What the Strongest Vendors Do Differently
- Ask about the fiscal calendar early. When does planning start, and when does it lock?
- Get into the planning cycle. A request that appears before the budget is set has a far better chance than one that arrives after.
- Translate value into finance language. Turnaround time, read capacity, avoided costs, and risk reduction, with numbers the hospital can verify.
- Offer a staged path. A pricing structure that lets the hospital start inside an existing budget and expand later.
- Hand the champion a finance-ready page. One page the radiologist can forward to the CFO without translating anything.
Final Thought
A great pilot proves the product works.
A well-timed request proves the hospital can afford to say yes.
“Not this year” rarely means “no.”
It usually means “you arrived after the budget closed.”
Next in the Pilot to Purchase Series:
Part 4: Pilot Purgatory: Why So Many Pilots Never Convert
Your turn: Have you ever lost a deal to timing instead of to a competitor?
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