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.

Received

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