AI projects do not stall because of what AI costs: they stall because nobody knows what the work AI is meant to replace costs today. The price of the tool is on an invoice, the cost of the current process is nowhere, and without that number the project cannot be defended when it is time to cut.
This is the thinnest cluster relative to how much it carries, because it holds up the promise we make: a measurable result in 90 days. Here you will find how to build the case before signing, when an investment pays back, the cases where we verified the numbers, and the incentives that change the denominator.
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updated 03 Sep 2026