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AI for Scrum and Agile Teams

Transform your Agile practice with AI-powered tools and strategies. Learn how to leverage generative AI to accelerate sprint planning, enhance team collaboration, and deliver value faster—without losing the human-centered principles that make Scrum work.

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Stop wondering how AI fits into your Agile workflow. In this hands-on workshop, you'll learn exactly how to integrate AI tools into every sprint ceremony, backlog refinement session, and delivery cycle—without disrupting the Scrum framework that already works for your team.

What You'll Master:

  • AI-powered user story creation and refinement techniques
  • Automated test generation and code review strategies
  • Sprint planning acceleration with AI assistance
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  • Ethical AI integration within Scrum values

Perfect for: Scrum Masters, Product Owners, Development Teams, and Agile Coaches who want to boost productivity while maintaining team collaboration and quality.

Taught by Rod Claar, Certified Scrum Trainer with 30+ years of development experience and specialized AI-Enhanced Scrum methodology.

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24 Feb 2026

Step 2: Identify customers, users, and the decisions that matter

Author: Rod Claar  /  Categories: Product Owner Learning Path  /  Rate this article:
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Clarify the Layers

Customer
The economic buyer. They decide to fund or continue the product.

User
The person interacting with the product to complete work.

These are often not the same person.

When teams confuse them, they build for activity instead of value.


Focus on Decisions, Not Features

Users do not want “a dashboard.”
They want to decide:

  • Is this safe to release?

  • Should I prioritize this work?

  • Is performance improving?

  • Where is the risk?

Every backlog item should support a meaningful decision.

If it does not, question it.


Use the “Job to Be Done” Lens

A job is not a task.
It is progress someone is trying to make.

Structure:

When I am [situation], I want to [motivation], so I can [desired outcome].

Example:

When I am preparing for Sprint Planning, I want clarity on backlog readiness, so I can commit confidently.

Now your backlog has direction.


Exercise

  1. List 2 primary user types

  2. For each, define their top 3 jobs to be done

Example format:

User Type 1: Product Owner

  • Prioritize backlog based on business impact

  • Clarify acceptance criteria before refinement

  • Communicate release impact to stakeholders

User Type 2: Developer

  • Understand intent behind each story

  • Identify edge cases early

  • Estimate effort with minimal ambiguity

If your backlog does not clearly help these six jobs, it lacks purpose.

Precision at this step prevents waste later.

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