Compliance program · Article 4

AI literacy compliance program for Article 4

A structured program for organizations that want AI literacy to be review-ready: who was trained, why, on what, with which evidence and follow-up.

Why this is not only about knowledge

Article 4 of the EU AI Act has applied since 2 February 2025. Organizations must be able to show that people working with AI have sufficient understanding of AI capabilities, limits and risks. A strong approach combines training with role mapping, assessment, training records and an evidence file.

You have an Article 4 scope and gap overview
Training and certificates are connected to roles
Records and evidence are usable for review
Follow-up actions for policy and governance are clear

Connect training to evidence and governance

Review-ready

We build a file that is explainable for leadership, legal, HR and auditors.

No false certainty

A certificate alone is not enough; context, role, risk and records matter.

Connected

The program connects to AI inventory, policy, DPIA/FRIA signals and vendor questions.

Expertise and method behind this approach

The approach is built from AI governance, EU AI Act implementation and practical training rollout. AI literacy should not become a standalone awareness session, but an explainable combination of roles, risk, learning goals and evidence.

Updated 6 June 2026

Zahed Ashkara

Lawyer, AI governance specialist, Certified AI Compliance Officer and founder of Embed AI.

Roles and risk first

We start with who uses AI, who reviews output, which data is sensitive and where decisions are affected.

Evidence from day one

Training, assessment, certificates, records and leadership summary are built into the same route.

What you get

Article 4 scope and audience definition
Gap overview of current training, policy and records
Role matrix with learning goals and evidence needs
Training and certificate route
Article 4 evidence file with leadership summary
Action list for missing policy, register or vendor evidence

What the program includes

Gap check

What already exists, what is missing and what is too generic?

Evidence design

Which documents, records, assessments and certificates make sense per role?

File and roadmap

What can be demonstrated now and what should follow in 30, 60 and 90 days?

Who this fits

Compliance and legal

For teams that want to address Article 4 demonstrably.

HR and L&D

For owners of training, certificates and participant registration.

Leadership and audit

For organizations that need evidence for internal review.

Vendors and service providers

For organizations that want to show customers internal AI literacy is organized.

Frequently asked questions

Is this a compliance guarantee?

No. The program makes your approach demonstrable and better defensible, but compliance remains context-dependent.

Do we need an AI inventory first?

Not always, but an AI inventory helps connect training to real systems, roles and risks.

Can this work without an e-learning platform?

Yes. It can work with live training and records. For scalable rollout, LearnWize can help.

Do you review existing evidence?

Yes. We review existing training, policy, attendance lists, certificates and records for usefulness.

Want to make AI literacy demonstrable?

Book a short call. We define which format fits your audience, risks, existing training and evidence needs.

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