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AI for Scrum Product Owners

Built for Product Owners and product leaders who want practical, sprint-ready ways to use AI for discovery, roadmap clarity, and backlog excellence—without losing customer focus.

  • Turn fuzzy ideas into crisp requirements Use AI-assisted discovery prompts to clarify outcomes, assumptions, and constraints—fast.
  • Write better stories with fewer rework loops Generate user stories, acceptance criteria, and examples that align to the Sprint Goal and Definition of Done.
  • Improve prioritization & stakeholder alignment Use AI to synthesize feedback, spot tradeoffs, and communicate value with confidence.

Path Steps

Work through these in order. Each step links to an EasyDNNnews article/video post, with a quick exercise to apply it immediately.

Learn a simple PO-friendly mental model for where AI helps most (discovery, backlog quality, prioritization, and stakeholder communication).

!Do this exercise

List your top 3 “unknowns” for the next release (users, value, constraints). Ask AI to generate 10 clarifying questions for each.

Learn how to turn interviews, notes, and feedback into themes, risks, and opportunities you can act on in a sprint.

!Do this exercise

Paste 10–20 lines of feedback. Ask AI to cluster it into themes + propose 3 experiments you can run next sprint.

Learn how to use AI to produce verifiable criteria and concrete examples (happy path, edge cases, and failure modes).

!Do this exercise

Pick one story. Ask AI for 6 acceptance tests: 2 happy, 2 edge, 2 negative—then remove anything you can’t objectively verify.

Learn a lightweight approach to ranking work using value, risk, and effort—and how to use AI to surface tradeoffs and assumptions.

!Do this exercise

Take your top 10 backlog items. Ask AI to propose a ranked list and explain the assumptions—then adjust the assumptions, not just the order.

Learn how to generate clear status updates that focus on outcomes, decisions needed, risks, and next steps—without noise.

!Do this exercise

Ask AI to draft a 6-sentence stakeholder update: outcome, evidence, what changed, current risk, decision needed, and next checkpoint.


Reminder: To deepen these skills in a real product environment, remember to take the Certified Scrum Product Owner (CSPO) class. The course expands on these techniques and shows how to apply AI responsibly in real Scrum teams.

Path Steps - Free

24 Feb 2026

Step 1: AI Foundations for Product Owners: A Practical Mental Model

This content introduces a practical mental model for how Product Owners should use AI effectively.

Instead of focusing on tools, it emphasizes outcomes. AI delivers the most value in four areas:

  1. Discovery – Clarifying user needs and exposing assumptions.

  2. Backlog Quality – Strengthening acceptance criteria and reducing ambiguity.

  3. Prioritization – Evaluating trade-offs across value, risk, and constraints.

  4. Stakeholder Communication – Translating complexity into clear narratives.

The core message: AI should amplify critical thinking, not replace product judgment.

A practical exercise reinforces this approach:

  • Identify the top three unknowns for the next release (users, value, constraints).

  • Ask AI to generate ten clarifying questions for each unknown.

The objective is to surface blind spots early, improve backlog decisions, and increase the probability of delivering meaningful business outcomes.

Author: Rod Claar
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Path Steps - Members

 
 
✓ Featured Content

Scrum Product Owner Videos

A curated playlist of specific YouTube content.

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20 Jan 2026

Effective Scrum Developer

Author: Rodney Claar  /  Categories: Scrum & Agile Training  / 

Event date: 1/20/2026 - 1/21/2026 Export event

This course is aimed at helping software development professionals and teams be more effective when implementing Scrum and other agile software development methodologies. In an effort to raise the effectiveness of Scrum, the Scrum Alliance has created the Certified Scrum Developer program. This course is designed to deliver the core Agile Development Practices Learning Objectives of that program.

Audience

This course is intended for professional software developers who are on a Scrum team and want to understand how Scrum and agile engineering practices are applied and how they affect their role in the team. The participant should have an understanding of Scrum preferably from taking our Certified ScrumMaster Workshop or a similar course.

The Approach

One of the agile practices commonly used by Scrum teams is the breakdown of requirements into User Stories. This course was designed to meet this user story:

As a Developer on a Scrum team, I want to use Agile Engineering Practices, so that my team delivers business value with Production Quality Software in every Sprint.

To meet this goal this course meets the Scrum Alliance Learning Objectives for the Certified Scrum Developer Program in these areas:

Collaboration

The teamwork and collaboration on a Scrum team

Architecture and Design

The principles that drive code quality and support quick delivery of business value from testable, understandable and correct code.

Test Driven Development

Using the practice of Test First to help ensure the requirements are well understood and automated tests can be added to the build process to validate the system in the future.

Refactoring

The process of improving the design of software to increase the understandability and testability of the code and allow for easy and safe additions to the system in the future.

Continuous Integration

The process of creating and running automated build and test cycles as new code is checked in so that cross-application issues are discovered as soon as possible.

Course Outline

The course is structured around these user stories that provide the goals for each section:

The Developer Role In Scrum

As a Developer I want to understand my role on a Scrum Team So that the team is successful in meeting Sprint and Release goals.

Test First

As a Developer I want to clearly understand the story So that I can deliver the right functionality.

Writing Unit Tests 

As a developer I want to write effective Unit Tests So that I will know when the code is done.

Agile Analysis for Developers

As a Developer I want quickly and accurately break down requirements So that the work of delivering the business value can be planned effectively.

What is Quality Code?

As a Developer I want to write high quality code and be able to evaluate code quality So that the project is not slowed down in the future by poor quality code.

Scrum Teamwork

As a Developer I want to work collaboratively and efficiently with the other members of my Scrum team So that the Sprint and Release Goals are achieved.

Test Driven Development

As a Developer I want to write small tests then write the code to pass the tests and clean up the code So that I can work quickly and efficiently.

Agile Architecture

As a Developer I want to create software components that are maintainable and efficient So that the product will have a long life and adapt to new requirements easily.

Talking About Design

As a Developer I want to have a common language to use when discussing application design with other developers So that we can quickly and accurately describe the system design.

Refactoring

As a Developer I want to clean up my new code safely So that the new code is flexible and easy to understand.

Automated Refactoring

As a Developer I want to use automatic tools to Refactor So that I can concentrate on delivering the functionality.

Integrating Often

As a Developer I want to verify that my code works in the system and does not break the system as often as possible So that issues are discovered quickly and the project is almost always in a state that can be demonstrated.

Continuous Integration

As a Developer I want use a build system that automatically builds the system and runs all automated tests So that integrating often is as easy as possible.

Class Price$899.00
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