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Learning Path

AI for Scrum Masters

Built for Scrum Masters (and Agile leaders) who want practical, ethical ways to use AI to improve facilitation, transparency, and delivery outcomes.

  • Run stronger Scrum Events using ready-to-use prompts for planning, refinement, review, and retrospectives—without losing the human element.

  • Improve forecasting and delivery predictability by using AI to surface risks, trends, and actionable insights from team signals.

  • Apply clear guardrails for responsible use—privacy, integrity, and bias awareness—so AI helps your team without creating new problems.

Learning Path AI for Scrum Masters 5–10 steps

Path Steps: AI-for-ScrumMasters

Work through these steps in order. Each step links to a specific EasyDNNnews article/video and gives you a quick exercise to turn the idea into a repeatable Scrum Master habit.

1
Step 1: Set up your AI “Scrum Master Copilot”

You’ll learn how to create a simple prompt kit that makes your facilitation consistent, fast, and trustworthy.

Do this exercise

Create a “Scrum Event Brief” prompt that takes context + agenda + desired outcomes and returns a facilitation plan.

3
Step 3: Sprint planning that reduces over-commitment

You’ll learn a lightweight way to use AI to surface risk, dependencies, and hidden work before the Sprint starts.

Do this exercise

Paste a draft Sprint Goal + top items and ask AI: “What could cause us to miss this goal and what mitigations help?”

4
Step 4: Daily Scrum prompts that unblock faster

You’ll learn how to use short, consistent prompts to identify blockers, clarify next steps, and protect the Sprint Goal.

Do this exercise

After the Daily, summarize “top 3 risks + next 3 actions” using AI, then ask the team to validate it in 60 seconds.

5
Step 5: Metrics, forecasting, and “what’s really going on”

You’ll learn how to use AI to interpret trends (cycle time, throughput, predictability) and generate plain-English insights.

Do this exercise

Give AI your last 3 sprints’ delivered work + spillover, then ask: “What pattern do you see and what experiment would improve it?”

6
Step 6: Retrospectives that produce better experiments

You’ll learn how to use AI to detect themes, propose root-cause questions, and craft experiments with crisp success signals.

Do this exercise

Paste retro notes (anonymized) and ask AI for 3 experiment options; pick one with a measurable success signal for next sprint.

7
Step 7: Guardrails, ethics, and “safe AI” team habits

You’ll learn practical guardrails for privacy, bias, and accuracy—so AI helps the team without creating risk.

Do this exercise

Write a 6-bullet “AI Working Agreement” for the team (what’s allowed, what’s not, and what must be reviewed by humans).

Learning Path - Free

24 Feb 2026

Step 1: Set Up Your AI “Scrum Master Copilot"

The goal is simple:

Create a reusable prompt that turns context + agenda + desired outcomes into a clear, structured facilitation plan.

This reduces variability, increases consistency, and improves trust in your facilitation.

You are building a repeatable system, not a one-off prompt.

Author: Rod Claar
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24 Feb 2026

Step 2: Backlog Refinement with AI (Without Losing Collaboration)

The objective is to use AI to:

  • Clarify intent

  • Improve acceptance criteria

  • Suggest smarter vertical slices

  • Reduce cognitive load before discussion

The collaboration still belongs to the team.

AI proposes.
The team decides.

Author: Rod Claar
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Article rating: No rating

24 Feb 2026

Step 3: Sprint Planning That Reduces Over-Commitment

Over-commitment rarely comes from optimism alone.

It usually comes from:

  • Hidden dependencies

  • Unseen complexity

  • Ambiguous acceptance criteria

  • Capacity blind spots

  • Integration risk

AI can help surface these before commitment — without replacing team judgment.

The principle: interrogate the plan before you promise it.

Author: Rod Claar
0 Comments
Article rating: No rating
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Learning Path - Members

 
 
✓ Featured Content

ScrumMaster Videos

A curated playlist of specific YouTube content.

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6 Mar 2026

AI For Scrum Masters -May 4. 2026

Author: Rod Claar  /  Categories: AI for Scrum Masters  /  Rate this article:
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Event date: 5/4/2026 11:00 AM - 3:00 PM Export event

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  • Price: $299.00 - $499.00
$299.00 - $499.00
Scrum Alliance Microcredential Live • Hands-on • 4 SEUs

AI for Scrum Masters: Transforming Team Performance with Artificial Intelligence

AI is rapidly transforming how Scrum Masters facilitate and lead agile teams. This course positions you to:

  • Automate repetitive tasks and focus on high-value facilitation
  • Become irreplaceable through AI-enhanced capabilities
  • Drive exceptional team outcomes with data-driven insights
  • Stay ahead of industry transformation trends
Effective Agile Development: AI for Scrum Masters with Trainer Rod Claar, CST

Course Snapshot

Transform Your Scrum Mastery with Artificial Intelligence

Duration: 4 hours (Half-day workshop)
Format: Live Interactive Training
Certification: Scrum Alliance Microcredential
SEUs: 4 Scrum Education Units


Group Training: Custom sessions available for teams of 5 or more

Course Overview

Join veteran Scrum Trainer Rod Claar, CST, for this transformative course that bridges decades of agile expertise with cutting-edge artificial intelligence capabilities. With over 50 years in technology and 20+ years teaching Scrum and Agile methodologies, Rod brings unique insights into how AI can revolutionize facilitation, team coaching, and servant leadership.

This course empowers Scrum Masters, Agile Coaches, and team facilitators to leverage GenAI and AI-integrated tools as powerful co-pilots in their daily work. Learn to streamline team management, enhance collaboration, predict risks, improve communication, and gain deeper insights into team dynamics through practical AI applications.

What You’ll Learn

Module 1: Everyday AI Tools for Scrum Masters

  • Explore practical AI applications for streamlining scrum ceremonies
  • Identify tools for generating meeting facilitation guides and action items
  • Master techniques for evaluating and editing AI-generated outputs
  • Learn time-saving workflows for team facilitation and coaching
This module was removed. See the new class: Get Started with AI Prompt Engineering

Module 2: Customizing AI for Your Team

  • Tailor AI tools to fit your team’s unique culture and needs
  • Enhance AI effectiveness across various agile frameworks (Scrum, Kanban, SAFe)
  • Align AI capabilities with your existing team processes
  • Build team-specific AI workflows that respect team autonomy

Module 3: AI-Powered Strategic Planning

  • Leverage AI for sprint planning and release planning support
  • Enhance capacity forecasting and velocity predictions
  • Improve impediment identification and resolution strategies
  • Develop AI-assisted improvement roadmaps

Module 4: AI-Powered Communication and Collaboration

  • Optimize team communication with AI-enhanced facilitation
  • Generate effective retrospective formats and questions
  • Improve stakeholder communication and reporting
  • Enhance team building and conflict resolution approaches

Module 5: Data-Driven Team Management

  • Utilize AI for team health assessment and monitoring
  • Generate insights from team metrics and performance data
  • Identify patterns in team dynamics and collaboration
  • Create visual dashboards for transparency and continuous improvement

Module 6: Ethical AI in Scrum Practice

  • Understand ethical considerations in AI usage within teams
  • Implement responsible AI practices that honor agile values
  • Address bias and fairness in AI applications
  • Ensure transparency and accountability in AI-assisted decisions
  • Balance AI efficiency with human-centered servant leadership

Who Should Attend

This course is ideal for:

  • Scrum Masters seeking to enhance their facilitation effectiveness
  • Agile Coaches looking to scale their impact across multiple teams
  • Project Managers transitioning to servant leadership roles
  • Team Leads working in agile environments
  • Product Owners wanting to better understand AI capabilities
  • Agile Teams interested in AI-enhanced collaboration
  • Holders of CSM®, A-CSM®, or CSP®-SM certifications

Expected Outcomes

  • Cleaner facilitation workflows
  • Better risk visibility
  • More effective stakeholder comms
  • Practical, ethical AI adoption

Your Instructor

Rod Claar, CST (Certified Scrum Trainer)

Experience & Teaching

  • 50+ years in technology, from retail systems to enterprise software
  • 20+ years teaching Scrum, Agile, TDD, ATDD, and Software Design Patterns
  • Pioneer in implementing Scrum at enterprise level
  • Founder of software training and consulting company

AI + Real-World Practice

  • Expert in AI integration for software development and agile practices
  • Real-world experience from startup to Fortune 500 companies
  • Practical, outcomes-focused approach to AI adoption

Teaching Philosophy

  • Hands-on, tool-driven learning
  • Immediate workplace application
  • Human-centered, servant-leader lens

Rod’s journey from lumber yards to leading-edge AI makes him uniquely qualified to help you understand not just the “what” but the “why” and “how” of AI in Scrum Mastery. His extensive experience in both implementing and teaching Scrum gives him profound insights into the challenges Scrum Masters face daily and how AI can address them.

Deliverables, Methodology, and Requirements

Course Deliverables

  • Scrum Alliance Microcredential in AI for Scrum Masters
  • 4 SEUs applicable toward certification renewal
  • Comprehensive course materials including prompt templates for common Scrum Master tasks
  • Personal AI toolkit customized for your team context
  • Library of AI-powered facilitation techniques and retrospective formats
  • Access to Rod’s curated AI resources and tool recommendations
  • Post-course support via dedicated Slack channel (30 days)
  • Certificate of completion from Effective Agile Development

Learning Methodology

  • Interactive demonstrations of AI tools in action with real Scrum scenarios
  • Hands-on exercises with immediate application to your teams
  • Real-world case studies from Rod’s extensive consulting experience
  • Collaborative learning through breakout sessions
  • Practical frameworks you can implement immediately
  • Test-driven learning principles applied to AI adoption
  • Safe space to explore concerns and challenges about AI in agile environments

Technical Requirements

  • Laptop or desktop computer with internet connection
  • Access to ChatGPT or similar AI tool (free tier acceptable)
  • Webcam and microphone for virtual sessions
  • No prior AI experience required
  • Willingness to experiment and learn collaboratively

Why Learn from Rod?

“After 50+ years in technology, I’ve seen many transformations, but AI represents the most significant shift in how we work since the personal computer. As Scrum Masters, your role as servant leaders and team champions is more important than ever. My goal is to help you navigate this change practically and ethically, leveraging AI to amplify your effectiveness while maintaining the human-centered, people-first values at the heart of Agile and Scrum.”

Delivery Notes

  • Limited to 12 participants for interaction and coaching
  • Breakouts + exercises are built-in (not lecture-only)
  • Bring real scenarios from your teams for practice

Next Step

Use the buttons below to register or ask a question. If you’re booking for a team, mention expected headcount and preferred dates.

Ready to Transform Your Scrum Mastery with AI?

Limited to 12 participants to ensure quality interaction and personalized attention.

This course is officially aligned with Scrum Alliance’s AI microcredential program. Upon successful completion, participants will receive their microcredential directly from Scrum Alliance.

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Get short, practical “do this next” lessons for Scrum Masters—prompts, facilitation moves, and AI guardrails you can use immediately.

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Go deeper with the course

Step-by-step instruction, templates, and guided practice to help you apply AI across Scrum events, metrics, forecasting, and team coaching—without losing the human collaboration that makes Scrum work.

Tip: If you’re rolling this out to a team, start with the free lessons for quick wins, then use the course to standardize prompts, guardrails, and facilitation patterns across the organization.