The owner or manager of a small or mid-sized company who has an AI quote, pilot or prototype, including an AI agent or an automation, before signing or putting it into use.

How is it different from the full review?

Here I read the code of one project or one quote, without measurements, and deliver within 5 working days of receiving the material and your written confirmation of the engagement. In the full review I run the system and measure whether it loses work already done, how it restarts after an error, answer quality and cost per request; it costs €3,642 in total and takes up to two weeks.

By bank transfer. If the fee is €2,500 or less, I ask for full payment at the start. Above that, half at the start and half on delivery, phase by phase. Each payment is due within 15 days of my request, and you get an invoice for each payment. The timeline starts when I receive the material or access and you confirm the engagement in writing, not from payment.

Do you have an AI quote or project, including one for an AI agent or an automation? I give you a written second opinion.

€1,562 in total · delivered within 5 working days of receiving the material and your written confirmation · I only read

€1,500 + 4% INPS contribution + €2 stamp duty; VAT not applicable (flat-rate regime)

For businesses and professionals with a VAT number (or equivalent business tax ID), for their business activity only.

Write by email

Email first; a 20-minute call if useful.

What you get

The opinion stays private: only you receive it. I do not publish it or use it as a case study, not even anonymised, without your written consent.

The opinion has three possible outcomes on the material you send: go ahead, fix it first, or stop.
The questions to ask before you decide.

Typical questions about an agent.

What it can do on its own and what needs approval. What happens if a step fails halfway. How the quality of answers and actions is measured. What each run costs. Whether the code is yours or licensed (tax questions are for your accountant). Whether the agent says it is an AI system when it talks to customers (I flag it; I do not certify AI Act compliance).

What it does not include

I only read: I do not run the system and I do not touch the code.
More than one project or quote: the opinion covers the code of one project or one quote, with 3–5 questions agreed in writing at the start.
It does not replace the full review, which runs the system and measures whether it loses work already done, how it restarts after an error, answer quality and cost per request.

How it works

I only read material you have the right to share (for code, you need the author's permission if the contract requires it).

01
I agree the questions with you
You write to me and send the material. I agree 3–5 questions with you in writing, and you confirm the engagement.
02
Read only
I read the code or the quote and the documentation. I do not run the system.
03
You get the opinion
A private text of 2–4 pages, within 5 working days of receiving the material and your written confirmation of the engagement, with the outcome and the questions to ask before you decide.

Before I start: what I need from you

The quote, a PDF is fine, or read access to the project's code, plus the documentation you have. Only material you have the right to share.

Difference from the full review

The second opinion covers one project's code or one quote and stops at reading: €1,562 in total, at most 2.5 working days, delivered within 5 working days of receiving the material and your written confirmation of the engagement. The full review (€3,642 in total, up to two weeks) runs the system and measures whether it loses work already done, how it restarts after an error, answer quality and cost per request. If you then choose the full review (where I run the system and measure it) of the same project, the €1,500 fee is deducted from the review fee (€3,500). So the review costs you €2,082 in total. The credit applies if you confirm the review in writing within 6 months of receiving the opinion, for the same project and the same company. It can be used once, only on the review, and is not refundable as cash.

If needed afterwards, I can implement the changes myself, but it is not a condition: the opinion holds even if you stay with your vendor or choose another.

Sample of the full review (in Italian, with an English summary)

Frequently asked questions

Who is it for?: The owner or manager of a small or mid-sized company who has an AI quote, pilot or prototype, including an AI agent or an automation, before signing or putting it into use.
How is it different from the full review?: Here I read the code of one project or one quote, without measurements, and deliver within 5 working days of receiving the material and your written confirmation of the engagement. In the full review I run the system and measure whether it loses work already done, how it restarts after an error, answer quality and cost per request; it costs €3,642 in total and takes up to two weeks.
Do you also implement the changes?: If needed afterwards, I can implement the changes myself, but it is not a condition: the opinion holds even if you stay with your vendor or choose another.
How do I pay?: By bank transfer. If the fee is €2,500 or less, I ask for full payment at the start. Above that, half at the start and half on delivery, phase by phase. Each payment is due within 15 days of my request, and you get an invoice for each payment. The timeline starts when I receive the material or access and you confirm the engagement in writing, not from payment.