Articles
6 min read
Nobody learns to drive from a manual
Using AI well means learning which work to hand over and when to question the answer. What the studies show, and where my argument goes beyond them.
7 min read
Not which AI. How much you let it decide
Four levels of AI autonomy, and how to choose the right one. The question is not which model, but what it may do before someone checks its work.
6 min read
Buying AI is not the same as adopting it
A new tool can speed up a task while the rest of the business stays slow. The value depends on what you change around it.
10 min read
The companies of tomorrow won't be run by people alone. Are you ready?
Meet the newest member of your team: an AI agent.
3 min read
What AI implementation costs, and how to compare quotes
Five things that set the price of an AI project, three hidden costs proposals leave out, and the questions that let you compare two of them.
5 min read
EU AI Act Article 4: the AI literacy duty, explained
Since 2 February 2025, companies using AI must take measures supporting staff AI literacy. What changed in July 2026, and how to actually meet it.
4 min read
AI consultant, agency, or in-house: which pays off
Three ways to buy AI and automation capability, compared by workload, dependency, what stays after the project, and risk. With a table.
4 min read
When AI is not worth implementing: six signs to stop
Six concrete signs an AI implementation will not pay off, and what to do instead. A practical checklist for leaders before signing a contract.
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