ICAgile AI for Product Planning Micro-credential

This course provides practical experience using AI tools to support product planning activities such as roadmap creation, backlog prioritization, and release planning. Learners will understand how AI can improve speed, clarity, and alignment while maintaining human judgment.

By the end of this course, participants will:

• Describe key planning elements and AI’s role in enhancing them
• Generate AI-supported roadmaps and backlogs
• Design release plans balancing customer needs and constraints
• Critique AI outputs and refine recommendations
• Address ethical implications and biases in planning decisions

• Foundations of AI (ICP-FAI) or equivalent generative AI knowledge
• Agile Product Ownership (ICP-APO) or equivalent product knowledge

Target Audience

Product managers, product owners, delivery leads, and business analysts.

• AI in Product Planning
• Roadmap Creation and Analysis
• Backlog Prioritization
• Release Planning and Trade-offs
• Ethics and Reliability

Delivery Format

• Instructor-led, online sessions with practical exercises

Assessment

• Roadmap and backlog creation, release plan critique

Hands-on Activities

• AI-assisted roadmap generation
• Backlog prioritization using frameworks
• Release planning simulations

Benefits

• Improve planning efficiency, gain ICAgile recognition, and learn to integrate AI responsibly in product planning.