AI opportunity audit demonstration
Custom AI applications
The audit on this site is itself a working system, and the one demonstration you can run yourself. It is built the way we build client work: deterministic logic wherever a number must be reliable, a language model only where judgement is genuinely needed, and a fallback that keeps the whole thing working when the model is not available.
What it shows
- Scores computed by published arithmetic, never by a language model
- Model output validated against a strict schema before anything is rendered
- A complete deterministic report when the model times out, refuses or fails
- A private, non-indexed result link that needs no account and no email address