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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.

Search Results

8 Feb 2026

AI For Scrum Product Owners - February 17. 2026

Author: Rod Claar CST  /  Categories: AI for Scrum Product Owners  / 

Event date: 2/17/2026 9:00 AM Export event

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AI for Scrum Product Owners

Use GenAI as a practical co-pilot for product work: refine stories and acceptance criteria, improve backlog ordering, sharpen stakeholder communication, and strengthen product strategy with AI-assisted insights.

Who it’s for

Product Owners, Product Managers, and agile practitioners who want to streamline PO workflows with AI—including Business Analysts, Project Managers transitioning to agile, Scrum Masters supporting Product Owners, and agile teams integrating AI into day-to-day delivery.

Enrollment
Investment
$299

Live virtual, interactive (instructor-led)

 

Private In-Person (up to 18 students + travel): $499

Format
Live Virtual

Hands-on workshop with real-time instruction and collaboration

Duration

4 hours (half-day workshop)

Delivery

Live virtual (instructor-led)

Pacing

Single-session workshop

Outcomes
  • Use prompt-engineering patterns to generate PO-ready artifacts: story drafts, acceptance criteria, release notes, and stakeholder updates.
  • Improve backlog ordering with AI-assisted discovery: clarify outcomes, uncover hidden dependencies, and surface risk/assumptions.
  • Strengthen product strategy using AI for market/competitor synthesis, roadmap narrative, and hypothesis-driven planning.
  • Run higher-signal Scrum events with AI support (planning, reviews, retros): better inputs, tighter facilitation assets, cleaner outputs.
  • Apply guardrails for responsible AI use (privacy, bias, transparency) when working with product, customer, and team information.

 

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