Free AI feature review
Get a second opinion on one AI product decision.
Send the product, the flow and the decision you are trying to make. I will tell you whether I can give useful feedback before asking for anything else.
Email the contextWhat I will look at
One flow, not a generic AI scorecard.
The review is useful when a team needs to work out whether an AI interaction belongs in the product, what the person should see before it acts, or why an existing feature feels hard to trust.
The user decision
What the person is trying to understand, decide or recover from.
The AI interaction
Where the model helps, what it can change and what remains under the person’s control.
The proof
What to test next, what to measure and what needs a real implementation plan.
A clear boundary
Useful direction, without a hidden sales funnel.
This is a short written response to a specific question. It is not a full audit, a compliance sign-off, a research study or a promise to build the feature. If a deeper piece of work makes sense, I will say so plainly and scope it separately.
Start with context