Independent AI testing for small businesses.
Give AI the context.
Then check its work.
I turn your working rules and examples into instructions AI can use. Then I test them on one task you repeat, so you can see what helps and what still needs a person.
Tell me about a taskA short enquiry to start. Pilots from €150.
The rule behind the reply.
The customer’s request
“Could you deliver and install the shelves by Friday?”
A reply without the business context
“Yes, we can install them by Friday.”
But your rule is: check availability first.
The reply should ask for the delivery location and check the schedule before promising a date.
Your rules belong in the instructions. The test checks whether the AI follows them.
One task.
A proper look.
Quote requests, document summaries, turning notes into a brief. We start with one piece of work you already know.
Start with how your business works.
For one repeated task, we gather the relevant rules, examples and signs of a good result. I turn these into a reusable task brief.
Find a setup that fits the work.
I test suitable tools with your business context and compare them with how you work today. The aim is a good fit for the quality you need, the time spent checking, and the cost.
Leave with something you can use.
You get reusable instructions, your business context and a short guide to using the recommended setup. The report explains the choice, the results and what still needs checking.
Keep the first
test small.
A small pilot, from€150
50% to start. 50% on delivery.
Scope, delivery date, total price and applicable taxes agreed in writing before payment.
Enough to make a better decision about one task.
- One text or document task A clear, agreed scope
- 5–10 authorised examples Your work, anonymised
- Your reusable setup Instructions, context and a guide
- A recommendation for your task Tested against your current method
- A short written report Findings and limitations
- One clarification revision Questions about the findings
A small sample gives direction, not a guarantee of reliability or savings. Production integrations and ongoing support need a separate scope.
This started
after class.
I’m a university student who builds software. After an AI class, I kept coming back to one question: which of these tools actually helps with somebody’s everyday work?
This workshop is my way of finding out. You work directly with me, from the first email to the report.
A few things you might ask.
Is this for me if I work on my own?
Yes. You don’t need a team or a technical background. You need one repeated task and a way to tell whether the result is useful.
Do we need to have a call?
No. We can start and work through the details by email, in English or Portuguese. A call is optional.
When would I pay?
The enquiry is free. Once we agree the scope and total price, you pay 50% to start and 50% when I deliver the setup and report. For a €150 total, that is €75 each. No subscription.
What happens to my examples?
We agree the tools and data handling before you share them. Start with a general description, without personal or confidential details. Only use examples you’re authorised to share.
Will you find the best AI model?
The aim is a setup that fits your task, business rules and budget. I test a focused selection of options, not every model on the market. If your current method works better, the report will say so.
Tell me about
the work you repeat.
A few details are enough to start. I’ll read your enquiry and reply by email.
No need to choose a model or write technical instructions. This first conversation is free.
If I can help, we agree the scope and price. You pay half to start, then the balance when I deliver the setup and report.