III.A · Domain III
Governing design and build
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Framing the business context and use case, assessing impact, applying policy and ethics to design choices, and identifying and managing risk before anything ships.
Domain III exam essentials →What you should be able to do
- III.A.1 Define the business context and use case for an AI system.
- III.A.2 Conduct an impact assessment during design.
- III.A.3 Apply organizational policies and ethical principles to design: architecture and model selection, human oversight, data analysis, metrics and thresholds, stakeholder engagement and operational controls.
- III.A.4 Identify and manage risk using tools such as probability/severity matrices, the mitigation hierarchy, stakeholder mapping, benchmarking and pre-deployment pilots.
- III.A.5 Document design decisions and their rationale.
Lessons
Lessons for this competency are coming as they’re published.
The ring fills from question performance, not from reading. Finishing a lesson marks it seen (check mark); the competency is mastered only when you answer its questions correctly.