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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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Article rating: No rating

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
0 Comments
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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10 Jun 2026

AI for Scrum Product Owners and Product Managers - July 30, 2026

AI for Scrum Product Owners and Product Managers - July 30, 2026

Author: Rod Claar  /  Categories: AI for Scrum Product Owners and Product Managers  /  Rate this article:
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Event date: 7/30/2026 9:00 AM - 1:00 PM Export event

Register
  • Attending: 0
  • Seats: 12
  • Remaining: 12
  • Price: $299.00
$299.00

A practical, hands-on 4-hour live course for Scrum Product Owners, Product Managers, Agile Coaches, and Team Leads. This course gives you the AI skills you need to sharpen backlog refinement, sprint planning, sprint review, and product decision-making — without replacing your judgment, accountability, or product ownership.

No prior AI experience is required. Every technique is grounded in real Scrum and Agile practice and is ready to use in your next sprint.

Course Modules:

Module 1 — AI as Assistant, Not Product Owner Replacement Understand where AI fits in the product role, where it does not, and how to keep accountability firmly in human hands.

Module 2 — Prompt Patterns for the Full Product Cycle Learn prompt structures for product planning, sprint planning, sprint review, dependency analysis, and meeting preparation.

Module 3 — AI-Assisted Product Backlog Item Refinement Use AI to draft, split, and improve user stories, then apply your product knowledge to make them sprint-ready.

Module 4 — AI-Assisted Product Backlog Ordering Let AI surface trade-offs, risks, and dependencies — then own the final prioritization decision yourself.

Module 5 — Ethics, Privacy, Hallucination Control, and Human Judgment Understand AI risks in a product context and build habits that protect your team, your data, and your decision-making integrity.

Module 6 — Hands-On Scenario Lab Apply everything in a guided lab using realistic product scenarios with group debrief.

What Is Included:

Full 4-hour live instructor-led session
All prompt templates used in the course

Hands-on scenario lab
Live Q&A with the instructor throughout the session
Certificate of Completion from AgileAIDev.com
No required software purchases

Who Should Attend:

Scrum Product Owners
Product Managers working in Agile or Scrum teams
Agile Coaches Team Leads with product responsibilities

Registration:

Selelect the insance of this class and complete the registration form to reserve your seat. Sessions are limited to 12 participants. Registration closes when the session is full or 24 hours before the session start time.

Cancellation Policy: Cancellations made 72 or more hours before the session are eligible for a full refund or transfer to a future session. Cancellations made fewer than 72 hours before the session may be transferred to a future session but are not eligible for a refund.

Questions: rod@AgileAIDev.com

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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.