This eight-hour programme helps managers and business leaders understand where AI creates value in the firm, which tools and models matter, and how to implement them without losing clarity of management. It is built around practical use, not hype.
Built for decision makers
This is a management programme, not a technical course. It is for people who have to decide where AI belongs, what it should touch, and what should stay human.
Experience in management or organisational decision-making. No technical background in AI, statistics, or programming is needed.
Up to 10 participants. Small enough for proper discussion, practical exercises, and decisions that stay real
What you’ll be able to do by the end
Six modules, eight hours
The time is weighted towards modules 4–6, where the work becomes more practical. Modules 1–3 are shorter and mostly expository.
Concepts brought back into real management settings
The programme ends with cases managers will recognise immediately. Each one is there to test whether the earlier ideas survive contact with real decisions.
Informal delegation
Work shifts to AI before anyone has made a conscious decision to delegate it.
Wrong metrics
AI is good at optimising the wrong thing, too.
Internal knowledge assistants
Company knowledge, made usable.
Cash-flow forecasting
Spotting a cash problem while there is still time to act.
Spend control
Finding the spend that actually matters.
Scenario simulation
Stress-testing a decision before it becomes irreversible.
Agents in the workflow
Where agents help, and where they should stay out.
Every case is framed as a decision, not a demo — because that is where the value sits.
Eight hours, in person or via Teams, kept small
Total includes two short breaks. Lunch is additional when the programme runs as a single full day.
Delivered by Swell — Power Platform & AI training and consulting, led by Nuno Nogueira, founder of Swell and author of A empresa inteligente.


