FIND THE AI FEATURES WORTH BUILDING IN YOUR PRODUCT

I get a demo account or a walkthrough with you, then use the product the way your customers do. I'm looking for the manual steps: what gets retyped, re-checked, or copied between screens.

Everything that could plausibly be built, before any filtering. Your own ideas go on the list too, and get judged on the same terms as mine.

Each feature gets build effort in days, running cost per month, an integration shape, and at least two real risks. Then they get ordered by value against effort.

The top-ranked feature, built and running on a sample of your data, on my infrastructure. No integration, no security review, nothing needed from your team.

You get the full audit and a call to walk through it. If you build with me, the €1,200 comes off the first invoice.

You have a live product with paying customers. Your staff or your customers' staff repeat manual work every day — retyping, re-checking, copying between screens. Someone has asked what your AI plan is and you don't yet have an answer you like. You're between 10 and 60 people, so there's budget but no internal AI team. And you can give me a demo account or a walkthrough, because without seeing the product I can't tell you anything specific.

You don't have a product yet. An audit needs something to audit — at pre-product stage, you need a build, not a ranking. You already have an ML team, in which case they know your data better than I will in five days. You want a chatbot specifically and have already decided — I'd probably tell you not to build it, which is a waste of your €1,200. Or you need the work to run through procurement and legal review, because a five-day engagement can't absorb a six-week approval cycle.

The audit is €1,200 and takes five working days, from the day I get product access. Build work afterwards is quoted per feature: most of the features I recommend land between 2 and 10 days each, with running costs of €10–150 per month. You're not committed to any of it. If you do build, the €1,200 comes off the first invoice.

A demo account or a 30-minute walkthrough, and a sample of real data for the prototype — 20 PDFs, a CSV of tickets, a copy of your help docs. No production access, no security review, nothing from your dev team's calendar.

Then I tell you that, and you've saved yourself far more than €1,200. It hasn't happened yet — most products have at least one manual workflow worth automating — but "don't build this" is a legitimate result, and every audit contains at least one.

You do, on payment. The document is yours to circulate internally. The prototype code is yours too, though it's built to demonstrate rather than to ship — production hardening is part of the build work, not the audit.

The sample data stays on my infrastructure and is deleted at the end of the engagement. I'll sign your NDA. Where personal data is involved, I use EU-hosted model endpoints and can provide a data processing agreement (DPA).

Usually a call to walk through the document, then you decide. Some clients build the top feature with me, some take the document to their own team, some file it for next year's planning. All three are fine outcomes, and the audit is priced so none of them feel like a waste.