Machine Learning Management · AI literacy programmes

Your staff AI training is now a legal obligation, not a nice to have

A maintained AI literacy curriculum for organisations that fall under the EU AI Act, assembled around your systems and your risk profile, and kept current as the technology moves.

Article 4 of the EU AI Act has applied since 2 February 2025. It requires providers and deployers of AI systems to support AI literacy among staff and anyone operating AI systems on their behalf.

National enforcement began on 2 August 2026. Infringement sits in the general tier, carrying fines up to €7.5 million or 1.5 percent of worldwide annual turnover, whichever is higher.

If your organisation uses AI tools and has European operations, staff or customers, you are almost certainly a deployer, and the duty applies regardless of your size.

What you receive

A programme scoped to your actual exposure

Role-differentiated training for the people who build, buy, operate and oversee AI systems, rather than one undifferentiated course. Article 4 asks you to account for technical knowledge, experience and the context of use, which is a scoping exercise before it is a teaching one.

Assembled from a maintained curriculum, not written from scratch

The material is selected and framed from a catalogue of 187 topics across 60 courses and 538 classes, each carrying observable objectives. Your programme is a path through it, which is why it arrives in weeks rather than quarters.

Kept current on a quarterly cycle

AI content written a year ago is wrong today. Updates propagate from the catalogue to every programme built on it, so your training does not quietly decay into a compliance risk of its own.

An evidence record for your regulator

Who was trained, on what, when, and against which obligation. Article 26 places a further and stricter duty on deployers of high-risk systems, and the record is built to answer both.

Who builds it

John Santerre

Programmes are written and maintained by a practitioner who has built and run machine learning systems in banking, healthcare and national laboratories, rather than assembled by a content team from public material.

Start with a scoping call

Tell us where you stand

Thirty minutes, no charge. We establish whether you are a deployer, where your exposure sits, and what a programme would cover. You get a written summary either way.

Your details are used to arrange the call and for nothing else. See the privacy notice.

That did not send. Check the email address, or write directly to john.santerre.ai@gmail.com.

Received

We will write to you within one working day to arrange a time.