SERVICES
AICONSULTING
I tell you where AI genuinely helps in your process, and where it is only another cost.

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AI arrived before the right questions did.The problem is almost never which model to use, but which step of the process is worth handing to a machine — and which is better left to a person.
- A map of the process marking where a model adds something and where it does not
- One trial on real data: a chosen step, measured before and after
- Model choice and an estimate of the recurring cost, stated plainly
- Boundary rules: what the system does not decide on its own, and how it is checked
- A working piece delivered, not a presentation
- A handover document listing what I ruled out and why
HOW I WORK
Look at the process
I start from how you work today, not from what the model can do: where time is lost, where mistakes happen, where somebody re-reads everything by hand.
Pick a single step
I isolate one, the one with the best ratio of effort removed to risk introduced.One, not five: it is the only way to know whether it worked.
Try it on your data
I run it on your real cases and measure: how much it solves, how often it is wrong, what it costs per month.If it does not hold up, I say so before building.
Put it in with limits
I deliver it inside the workflow, with the checks and the points where a person has to confirm.A system that decides on its own with nobody watching is not something I hand over.

AI-generated image
- 2–6 weeks, depending on how many steps are in scope
This is not general AI training,and it is not installing a chatbot on your site.I do not promise that AI is needed: half the work is saying which steps are better left exactly as they are.
- Do I actually need AI here?
- Often not, and it shows up early: many processes are unblocked by ordinary automation, which costs less and does not get things wrong.When that is the answer, you get it — even though it is worth less to me.
- Where does my data end up?
- That is the first thing we decide: which data leaves the company, to which supplier, and how long it is kept.If the answer is not acceptable, we change the tool, or we change the step.
- How do I know it works?
- With a trial on your real cases and a number before and after.If the number does not improve enough to justify the cost, that step stays as it is.
Tell me about the process that's jammed — together we choose the right piece to unblock it.
software@stelion.it