Are you tied to software vendors?

No. No partnership, no commission. If the right answer is to buy nothing, that is what the report will say.

Do we need to already use AI to be audited?

No. The audit is precisely how you decide where to start, or bring order to practices that began without a framework.

How do you handle sensitive data?

The audit relies on process observation and interviews: I do not need access to patient data. GDPR and AI Act compliance is part of the analysis.

AI/ROI consulting & audit

An honest opinion before investing in AI.

Before any project, three questions: what does it bring, to whom, and at what risk? I audit your real practices and quantify the return on investment: candidly, with no tool to sell you.

Talk about your audit for 30 minutes The approach →

What you get

Usage mapping

The tasks where AI has a real impact for your teams, and those where it does not.

ROI assessment

Time savings, tooling and training costs: a verifiable estimate per use case.

Roadmap

Clear priorities, with risks and obligations (GDPR, AI Act) built in from the start.

Talk about your audit for 30 minutes

The approach

Immersion

I spend time with your teams to understand real processes, not org charts.

Analysis

Candidate uses, risks, compliance: each avenue is assessed on what it concretely changes.

Assessment

Gains, costs and timelines estimated case by case, with assumptions in writing.

Debrief

A readable report and an oral debrief to your decision-makers, with a prioritised roadmap.

Who is it for?

Leadership of public or private institutions, in healthcare and beyond
Executives who want numbers before deciding
Organisations courted by vendors who want an independent opinion

The format

DurationFrom a few days to a few weeks, depending on scope

DeliverablesWritten report + oral debrief to decision-makers

IndependenceNo vendor partnership: I sell no tool

ScopingProcesses to examine and people to involve agreed together

Follow-upTeam training or implementation support

Train your teams after the audit →

Illustrative decision worksheet

Automating triage: what should guide the decision?

A fictional situation showing the questions that come before choosing a tool. It does not describe a client result or measured gains.

Need to examine: Route incoming requests to the right person.
Observe: Request categories, routing errors and time spent on triage.
Compare: An explicit routing rule, a revised form or AI assistance.
Check: The data needed, exceptions and the person who retains control of the decision.

The decision to substantiate

Test the simplest option first on a fictional sample. Measure processing time and errors before deciding whether to proceed.

Frequently asked questions

From a few days to a few weeks depending on scope: number of teams, sites and processes to observe. Exact framing happens during the discovery call.

Let's talk about your situation

30 minutes · no commitment · video call

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