SME · AI diagnosis
For an SME, AI is useful only if it removes an already visible constraint.
This page acts as an SME entry point to the executive diagnosis: identify the real blockage, check mandate, filter budget and avoid unfundable AI POCs.

The diagnosis is useful if
- you have AI ideas but no clear priority;
- teams lose time on re-entry, validation or information search;
- an AI provider or tool is considered without framing;
- budget is possible but must be justified by field gain;
- you want to know whether next step is diagnosis, framing, POC or no-go.
What the first exchange clarifies
- dominant constraint and associated symptoms;
- data/process/governance maturity level;
- budget and mandate actually available;
- orientation toward executive diagnosis, framing or stop.
Best fit
- SME leaders with observable operational problem;
- finance, IT, operations or business teams preparing arbitration;
- prescribers with an SME client and mandate to confirm.
Does this sound familiar?
This page redirects toward executive diagnosis if the topic is mature enough.
- SME with several teams or a truly constrained business flow.
- Identifiable decision-maker or sponsor: leader, CFO, CIO, operations or business owner.
- Compatible budget: framing from 5k€, POC only if 30k€ minimum is fundable.
- Observable problem before tool: delay, quality, re-entry, adoption, data or governance.
Field experience
SME diagnosis must remain selective
The most useful AI requests do not start with tool selection, but with an already costly blockage: delay, quality, overload, dependency on a few people or scattered data.
60 minutes
First goal: orient toward the right effort level.
In 60 minutes, we check whether your topic deserves executive diagnosis, project framing, POC or a temporary no-go.
Free conversation · 30 minutes
Qualify your SME AI diagnosis
Describe the blockage, expected budget and decision-maker role: we reply within 24–48 business hours with a first view.
Request an SME AI diagnosis
5 fields. Goal: filter SME topics that are truly actionable and fundable.