How we decide what deserves the money.

Inside the Four-Week AI Investment Diagnostic

See the method KODENYX uses to determine what deserves investment, what needs to be fixed first, and what hasn't earned the money yet.

Most AI projects start with an idea. We start with the evidence.

A plausible AI use case can still be the wrong investment.

The diagnostic follows the work before recommending the technology. It establishes what is actually happening, separates AI problems from other operating problems, tests where the economic value would come from, and distinguishes what is known from what is still assumed.

01

What really happens?

02

Is AI the right intervention?

03

Where does the money show up?

04

What should we do, and in what order?

This isn't a theoretical framework.

$32.4M

Annual operational cost identified

$2M

AI investment pressure-tested

$400K–$600K

Modeled annual opportunity

Real engagements. Modeled figures are identified as modeled — not presented as realized ROI.