Services / Understand & Plan / AI System Audit & Evaluation
Understand & Plan
AI System Audit &Evaluation
Find out whether the AI you already have can be trusted.
Book 30 minutesTeams with an AI system, prototype or vendor tool, and doubts about it.
A tested view of reliability, cost and fit, and a clear list of what to fix, keep or drop.
A look at what the system does today and how you judge it.
Sound familiar?
Three situations we hear.
It looked good in the demo. Real users get different answers.
The monthly bill keeps growing and nobody knows why.
A vendor says it works. You have no way to check.
How it works
Four steps. Choose one to see where it lands.
We agree what a good answer looks like, in your terms, before testing anything.
We run it on your real, awkward cases and record where it holds and where it breaks.
We look at what each answer costs, how long it takes, and what happens at higher volume.
You get findings in plain words, with what to fix first and what to leave alone.
What you get
5 things you hold at the end.
A test set built from your own cases
Results: where it works, where it fails, and how often
A cost and speed picture
A prioritised list: fix, keep or drop
A way to repeat the checks yourselves
Where it does not fit
We will say so if it is not for you.
- Nothing exists yet. Start with the Readiness Assessment.
- You want the system rebuilt as part of the audit. That is a separate project.
- The system cannot be tested, because there is no access to it or its outputs.
Questions
Before you get in touch.
Do you need access to our data?
We need enough to test realistic cases. What that means is agreed first, and kept to the minimum.
What if the audit finds it is fine?
Then we say so. A clean result is a useful result.
Does it work on vendor tools?
Yes, where we can test the outputs. We judge what it does, not who built it.
How long does it take, and what does it cost?
Also in Understand & Plan
Have this problem? Talk it through.
Thirty minutes, no cost. Bring the situation as it is today, and we will say whether this fits.
Book a time