Choose priorities
Identify the best starting process and challenge unrealistic supplier promises.
AI24 Academy · leaders
AI for managers and business owners
A management-focused program: identify valuable AI opportunities, estimate economics, protect data, organise a pilot, and accept results without learning software development.
Who it is for
For people responsible for outcomes, budgets, and teams
Organise adoption
Define roles, operating rules, metrics, and employee involvement.
Estimate value
Compare cost, time savings, risks, and expected pilot impact.
Curriculum
A clear management route for AI adoption
Where AI is actually useful
Separate a valuable scenario from a fashionable but unnecessary feature.
Process map
Document current work, lost time, and data handoffs.
Economics
Estimate manual effort, expected value, and a reasonable pilot budget.
Data and safety
Decide what data may be used, who gets access, and what must be logged.
Briefing a supplier
Prepare clear business requirements without writing a developer specification.
Pilot and success criteria
Set scope, timing, test cases, and measurable indicators.
Acceptance
Review quality, errors, and alignment with the business task.
Team adoption
Plan rules, employee training, and continuous improvement.
Outcome
Documents you can use to start a real project
Priority map
Which processes to implement now, later, or not at all.
Pilot brief
Goal, scope, data, timing, metrics, and responsibilities.
Acceptance plan
How to verify results beyond a polished demonstration.
Program guidance
Not sure where to start?
Describe your goal in plain language. We will suggest a practical learning path without technical jargon or unsolicited calls.
What happens next
We clarify your goal and current experience, then recommend a straightforward learning route within one business day.