EC-COUNCIL Certified AI Program Manager : 312-41

Exam Code: 312-41
Exam Name: Certified AI Program Manager
Updated: Jun 19, 2026
Q&As: 102 Questions and Answers

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About EC-COUNCIL 312-41 Real Exam

EC-COUNCIL 312-41 Exam Syllabus Topics:

Topic	Details
Topic 1	AI Pilot Execution and Scaled Deployment: Covers the end-to-end process of designing and running AI pilots with measurable success criteria, managing phased rollouts, and scaling deployments while mitigating expansion risks.
Topic 2	Measuring AI Adoption Impact and Value: Focuses on tracking and quantifying the business value of AI initiatives through defined metrics, adoption effectiveness measures, and stakeholder-ready dashboards and reports.
Topic 3	Governance, Ethics and Responsible AI in Adoption: Guides practitioners in establishing AI governance policies, implementing ethical practices with bias awareness, and navigating compliance and regulatory frameworks to ensure responsible and auditable AI use.
Topic 4	Sustaining AI Transformation and Continuous Improvement: Addresses how to embed AI into core business operations for the long term by building leadership, adaptive governance, and a continuous improvement culture that keeps pace with evolving AI technologies.
Topic 5	AI Strategy and Adoption Roadmap Design: Teaches how to define an AI strategy aligned with business goals and governance requirements, then build a prioritized roadmap with dependency mapping, operating models, and clearly defined roles.
Topic 6	Change Management and AI Enablement: Addresses leading workforce transitions through AI adoption by applying change management frameworks such as ADKAR and Kotter, building AI literacy programs, and embedding AI into organizational culture and daily operations.

Reference: https://www.eccouncil.org/ai-courses/certified-ai-program-manager-caipm/

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