Competence comes
from building.

The Article 4 EU AI Act AI literacy obligation has applied since 2 February 2025. The most common reaction is an online course, a box ticked in the LMS and a certificate filed away. That produces an attendance log, not a skill.

The damage is not the obligation itself, but how it gets met. Teams sit through hours that nobody turns into ability, while the tools in question stay unopened.

Competence forms when people work with real data on a real task and something runs at the end. Anyone who has built an agent once understands the opportunities and limits of AI better than after ten slide decks.

That is why we build services people work in, not listen to. Documentation then follows as a by-product of real project artefacts, not as an end in itself.

An organisation where a hundred people can operate the tools beats an organisation with a thousand people, ten of whom can. Broad competence is the real competitive advantage, not an isolated AI team.

Managers who have built things themselves become multipliers. Five AI champions turn into five sub-teams that pass on what they can do.

The tools are here, the obligation is here, and the gap between companies that use AI and companies that talk about it grows every month.

Anyone who treats the AI training obligation as an investment now, not a cost centre, gets both: requirements met and teams that work faster tomorrow than today.