Find out if your AI can run cheaper — without breaking your business.

Pick one high-volume workload. In a week we test it against a cheaper way to run it on your own data and tell you what holds and what breaks (and whether to move at all). The decision is yours to own.

Every tool that could tell you whether to move is selling you the place to move it. We sell the answer — including "don't."

In a synthetic sample, the cheaper route silently flipped a −$1,240 credit memo to +$1,240 — the kind of silent error the test catches before you ship it. See the sample verdict

Related work

Ashiba also runs Invoice Troubleshooting and Kernel Contracts — the same approach, applied after a bill is disputed or hardware is in question.