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Generative AI for Scrum Teams

Who it’s for: Scrum Masters, Product Owners, and Agile teams who want to use Generative AI safely to accelerate planning, facilitation, and delivery.

Outcomes

  • Create sprint-ready user stories faster with AI-assisted refinement (without losing clarity).
  • Run more effective Scrum events using repeatable prompt templates and facilitation checklists.
  • Add lightweight guardrails to reduce risk (data leakage, hallucinations, and inconsistent outputs).

Your Learning Path

Follow these steps to master Generative AI for Scrum Teams

  1. 1

    Understanding AI Fundamentals for Scrum

    Learn the core AI concepts every Scrum team member needs to know before diving into practical applications.

    Do this exercise
  2. 2

    AI-Assisted User Story Creation

    Discover how to use AI to draft, refine, and validate user stories that are sprint-ready and stakeholder-approved.

    Do this exercise
  3. 3

    Prompt Templates for Sprint Planning

    Get repeatable prompt templates to streamline sprint planning, capacity forecasting, and backlog refinement.

    Do this exercise
  4. 4

    Facilitating Scrum Events with AI

    Learn how to use AI to prepare agendas, generate retrospective insights, and capture action items efficiently.

  5. 5

    Building AI Guardrails for Your Team

    Implement lightweight policies to prevent data leakage, hallucinations, and ensure consistent, trustworthy AI outputs.

    Do this exercise
  6. 6

    AI for Product Backlog Management

    Use AI to prioritize backlog items, identify dependencies, and align work with strategic product goals.

  7. 7

    Measuring AI Impact on Team Velocity

    Track how AI adoption affects your team's velocity, quality, and overall delivery predictability.

    Do this exercise

Steps - Free

24 Feb 2026

Step 1: Understanding AI Fundamentals for Scrum

Before using AI in backlog refinement, Sprint Planning, or testing, every Scrum team member should understand a few core concepts.

Without shared understanding, misuse is inevitable.

Author: Rod Claar
0 Comments

24 Feb 2026

Step 2: AI for Product Owners: Turn Customer Feedback Into Sprint Experiments

Customer & Stakeholder Discovery Prompts

This content explains how Product Owners can use AI to convert raw customer and stakeholder feedback into actionable sprint work.

Instead of treating interviews and notes as static documentation, the approach reframes them as structured inputs for rapid synthesis.

The model follows four steps:

  1. Input – Gather interviews, support tickets, surveys, and call notes.

  2. Clustering – Use AI to group feedback into meaningful themes.

  3. Risk Framing – Identify usability, adoption, and value risks.

  4. Experiment Design – Translate insights into 2–3 testable sprint experiments.

A practical exercise reinforces the method:

  • Paste 10–20 lines of real feedback into AI.

  • Ask it to cluster themes, surface risks, and propose three experiments for the next sprint.

The core principle: AI accelerates synthesis, enabling continuous learning and faster validation within the Scrum cadence.

Author: Rod Claar
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Steps - Members

 
 
✓ Featured Content

Generative AI Videos

A curated playlist of specific YouTube content.

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20 Jan 2026

Effective Scrum Developer

Author: SuperUser Account  /  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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