Applied professional learning
Define What Good AI Performance Looks Like
Choose the errors you can tolerate and the ones you cannot.
Connect quality to the user's task and business outcome. Include routine work, difficult inputs and known failure modes.
YOUR LEARNING OUTCOMES
What you will be able to do.
Product/process owners.
- Connect quality to the user's task and business outcome.
- Include routine work, difficult inputs and known failure modes.
- Compare error costs and define minimum usable quality.
- Establish ownership, review cadence and change triggers.
Representative evaluation cases, acceptance thresholds, and error-cost trade-offs.
IN PRACTICE
A situation you could face.
An AI tool performs well in demonstrations but fails on important edge cases. Design evaluation around real work and error consequences.
Establish ownership, review cadence and change triggers.
Illustrative learning scenario.
CURRICULUM
Your learning path.
4 modules
01Define useful performance
Connect quality to the user's task and business outcome.
02Build representative test cases
Include routine work, difficult inputs and known failure modes.
03Set acceptance thresholds
Compare error costs and define minimum usable quality.
04Plan ongoing evaluation
Establish ownership, review cadence and change triggers.
THE EXPERIENCE
Practice with a purpose.
100% onlineNo in-person attendance required.
Self-directed cases, practical exercises and worked examples. Your invitation confirms the learning materials, delivery format and support included.
Understand the decision
Define the question and the evidence a useful answer needs.
Test your judgement
Apply the method to a realistic case and explain your choices.
Review the quality
Use explicit criteria to judge the result and improve the work.
ABOUT YOUR APPLICATION
Before you apply.
Are courses delivered online?
Course materials, exercises and any included coaching or live sessions are delivered online. No in-person attendance required.
Each programme specifies its pace and included support. Your invitation confirms any scheduled sessions and their timing.
Why do I need to apply?
We review your background and any goals or motivation you choose to share to assess programme fit. There is no payment when you apply.
How do intakes work?
We welcome new participants in intakes over time. Apply for access and we will email you when the next intake opens for this programme.
When can I start?
We will confirm the start date, what is included and the fee when we invite you to join. You can then decide whether to take part. Applying does not give you immediate course access.
What does the fee cover?
Self-directed cases, practical exercises and worked examples. Your invitation confirms the learning materials, delivery format and support included. The €199 shown is an estimated fee per person. We will confirm what is included, the final price and any applicable taxes before you decide to join.
Will I receive a certificate?
Your invitation will explain what you need to complete, how your work will be assessed and whether the programme includes a certificate. Any Academy certificate is separate from an accredited academic qualification.
Who is behind the Academy?
Scipio Academy draws on practical expertise from senior alumni of McKinsey, BCG and Bain. We will share details of the programme contributors and reviewers with your invitation. The firms do not sponsor or endorse these programmes.
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