Domain II · Identify Business Needs and Solutions · 26% of the exam
II.8 Define success criteria (e.g., KPIs, metrics)
Task 8 of Identify Business Needs and Solutions
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Enablers (verbatim, ECO)
PMI, ECO p. 5: enablers are "illustrative examples of the work associated with the task" and "not meant to be an exhaustive list but rather offer a few examples to help demonstrate what the task encompasses."
Ours: PMI's stems paraphrase one of these as a symptom; the right option is that enabler in PMI's words; the distractors are its siblings or a neighbouring task's enablers.
- Establish measurable performance indicators for AI models
- Define business impact metrics and success thresholds
- Create technical performance benchmarks and targets
- Develop user satisfaction and adoption measurement criteria
- Align success metrics with organizational objectives
The rule
Success criteria are measurable business and technical thresholds agreed in Phase I, with acceptable performance values set before anything is built.
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What to read
- Workbook p. 13, 27-31 — Determine Business Success Criteria; Acceptable Model Performance Values; Acceptable KPI Performance Values
- Module 01 Lesson 22: Determining Acceptable Levels of Performance
- Leading and Managing AI Projects p. 19 — ROI and Key Metrics: Establishing Clear Success Criteria