AI/Gen-AI/Agentic AI for Scrum Masters

Scrum Master Training Plan

Lesson 1: AI Basics and Why They Matter for Scrum Masters

- Introduction to AI and how it complements Agile values.

- Where AI fits into Scrum ceremonies (planning, retrospectives, stand-ups).

- Example: Using AI to estimate sprint capacity.

Lesson 2: Team Dynamics and Optimization with AI

- Recognize traits of high-performing Agile teams.

- How AI helps detect conflicts, workload imbalance, and burnout.

- Hands-On: Use AI to forecast sprint readiness and analyze team health.

Lesson 3: Quality Management and Test Support with AI

- Basics of Definition of Done (DoD) and Agile testing lifecycle.

- How AI generates test cases and improves test coverage.

- Hands-On: Generate test cases from a user story using AI.

Lesson 4: Coaching Agile Teams with GenAI

- How Scrum Masters can use AI to spot hidden issues and coach teams.

- Building AI-assisted coaching strategies and wellness checks.

- Hands-On: Use AI to build a 1:1 coaching plan for team members.

Lesson 5: Driving Continuous Improvement with AI

- How AI analyzes retrospective data for improvement opportunities.

- Using AI dashboards for Agile maturity assessment.

- Hands-On: Build a continuous improvement plan based on AI insights.