Step 1 of 2

AI Stack Audit intake

This is what lets the audit answer with specifics. Every field below is required — the previous version of this audit skipped them and the client found the result unhelpful. If you do not know a number, write "unknown" rather than guessing; we will report it as unknown instead of inventing a figure.

Who you are

The systems you pay for

The first audit could not say what to cut because it never learned what you run.

An unowned tool never gets renewed, cancelled, or fixed on purpose.

Real savings need real numbers. Blanks become 'we could not quantify this'.

Every one of your stated goals gets a direct recommendation.

One bottleneck gets the deep treatment. The rest get a ranked plan.

Replacing a known cost is defensible. Adding a tool is not.

Determines what is even eligible before we recommend anything.

Recommendations that ignore the approver do not get implemented.

Scope acknowledgement

We reply within 1 business day to confirm the audit is buildable and to arrange payment. Nothing is charged from this form.

What happens next

Two steps, no surprises.

1. Review. We read the intake and confirm the audit is buildable within 1 business day. If it is not — if discovery is too incomplete, or the request is implementation work — we say so and do not take payment.

2. Delivery. Once payment is arranged, the written audit follows within 5 business days. It includes a direct answer to every goal you named, a keep/cut/defer table with your own numbers, a deep pass on the bottleneck you ranked, a Monday action per finding, and a 30-day sequence.

Ratings are editorial product assessments, not lab benchmarks. How we score.