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Strategy4 min read

What an AI pilot actually costs, and why

What drives the cost of an AI pilot, how to keep it sensible, and how to make sure you are buying a decision rather than a science project.

By Ikaevo

“What will an AI pilot cost?” is a fair question with an unsatisfying honest answer: it depends on scope. But it does not depend on magic, and you can understand exactly what you are paying for. Here is what drives the number, and how to make sure you are buying a decision rather than a science project.

What you are actually paying for

A pilot is not just a bit of software. The cost covers the work that turns an idea into evidence:

  • Scoping. Choosing the right use case and defining what success means, in writing, before anyone builds.
  • Working with your real data. The unglamorous, essential part. A pilot on your actual data is worth far more than a demo on clean samples.
  • Building and testing a real, usable version, not a slide.
  • Measuring the result against the baseline and writing up an honest recommendation.

What moves the number

Scope is the main lever, and it is one you control. A pilot costs more when the use case is complex, the data is messy or hard to access, or the integration touches many systems. It costs less when the problem is narrow, the data is reasonably clean, and a human stays in the loop. Picking a well-scoped first candidate, which the use-case finder helps with, is the single biggest thing you can do to keep the cost sensible.

Set the cost against the right thing

A pilot's price only makes sense next to two other numbers: the value it could unlock, and the cost of a full build that turns out to be wrong. A pilot is the small, bounded spend that protects you from the large one. The ROI calculator helps you sketch the upside side of that equation in a couple of minutes.

Fixed price, agreed up front

The worst way to buy a pilot is on an open-ended meter. You should see a fixed price in writing once the scope is set, before any work starts, so there is no surprise number at the end. That is how our Pilot Project is priced, and the full packages page shows every step, each priced to your scope, from a Readiness Assessment through to implementation. If you have a candidate problem in mind and want a straight read on what it would take, get in touch.

Who writes these

Articles on this site come from Ikaevo, a business consultancy that sets up websites, follow-up, booking and the systems behind them for established businesses, in person across northwest Houston and by video call anywhere else. Each one is written from the work we do for clients. AI tools help with research and drafting, and every article is checked and approved by the consultant who does this work before it is published.

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