Which roles ask for ROI measurement?

6 roles on the map name at least one of its competencies, from analyst seats to executive ones. Each role page lists the depth expected.

Where is ROI measurement taught and graded?

11 graded topics teach it across 3 programs. Each topic is graded by explaining it back against its own transcript, so a pass is evidence, not attendance. The first module of every program is free with a free account.

ROI measurement

What does ROI measurement cover in AI governance?

1 competency is filed under it: ROI and value measurement for AI. Each has its own page saying what it means in practice.

The competencies filed under it

ROI and value measurement for AI
Builds an honest value model: baseline, measured change, cost, risk, and the projects that should be stopped.
Business and Transformation

Roles that ask for it

AI Adoption and Enablement Lead1 of 1 competency
AI Product Manager, responsible product edition1 of 1 competency
AI Program Manager1 of 1 competency
Operations Manager, AI-ready1 of 1 competency
Chief AI Officer1 of 1 competency
Chief Information Officer, technology leadership edition1 of 1 competency

Where it is taught and graded

11 graded topics, each passed by explaining it back. The first module of every program is free with a free account.

Certified AI Transformation Professional (CATP)6 topics
- Module 2: AI Literacy for Decision Makers (1)
- Module 4: The Economics and the Business Case (3)
- Module 11: Implementation from Pilot to Scale (1)
- Module 13: Measure, Sustain and Evolve (1)
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Certified AI Practitioner: Workplace Foundations4 topics
- Module 6: AI in the Workplace and Team Leadership (2)
- Module 8: Assessment and Continuous Learning (1)
- Module 11: Bonus: AI Leadership Accelerator (1)
Try the free practice questions for this program
Certified AI Governance Professional (CAIGP)1 topic
- Module 8: The Money: Budgets, ROI, and Risk (1)
Try the free practice questions for this program

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Questions

What does ROI measurement cover in AI governance?: 1 competency is filed under it: ROI and value measurement for AI. Each has its own page saying what it means in practice.
Which roles ask for ROI measurement?: 6 roles on the map name at least one of its competencies, from analyst seats to executive ones. Each role page lists the depth expected.
Where is ROI measurement taught and graded?: 11 graded topics teach it across 3 programs. Each topic is graded by explaining it back against its own transcript, so a pass is evidence, not attendance. The first module of every program is free with a free account.