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AI Learning Over Time • Cohort-Based

Cohorts and Workshops

These offerings are designed for groups who want to build practical AI capability together over time—using a repeatable, outcomes-focused approach. Explore the options below, then visit each class page for the full details.

  • Team Activation — align on goals, tools, and guardrails.
  • AI Audit — assess readiness, risks, and highest-value use cases.
  • AI + Scrum Cohorts — build habits across roles with hands-on practice.
  • AI for Scrum Teams — practical, role-based workflows your team can adopt.
Tip: If you’re not sure where to start, choose AI Audit first—then map a cohort plan from the findings.

Ready to start?

Pick your next step—start with free learning, watch the videos, or browse the full course catalog.

Prefer Virtual or On-Site delivery for your team? See Corporate Training Offerings.

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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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