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Learning Path

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.

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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Move from “cool prompts” to a repeatable PO workflow: discovery → stories → prioritization → roadmap → stakeholder comms, with proven templates.

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