Adaptive AI-Enabled Roadmapping for Product Managers
Hussam Ahmad
Leadership & Product Excellence Coach
AI-enabled adaptive roadmap is not a fixed plan, but a decision system.
Adaptive AI Roadmapping for Product Managers is a hands-on workshop for product people who want to move beyond rigid plans and build roadmaps that learn, adapt, and stay relevant. You’ll explore how AI is changing product discovery, prioritization, and delivery and how to turn that change into a practical roadmap that responds to new signals instead of locking teams into outdated assumptions.
Why does this matter? Because product managers are now expected to make faster decisions in a world of shifting customer needs, faster AI capabilities, and higher expectations for impact. In this workshop, you’ll learn how to frame roadmaps around outcomes, use AI to surface insights, and define the guardrails that keep AI-enabled products trustworthy and usable.
You’ll leave with a clear approach, useful workshop artifacts, and a repeatable way to build roadmaps that balance strategy, learning, and execution. If you want to create product roadmaps that are more flexible, more evidence-based, and more aligned with how modern products are actually built, this workshop is for you.
Workshop agenda
- 7:00AM EDT
🤝 Welcome & Context
Align on why adaptive roadmapping matters for AI products
- 7:15AM EDT
Roadmap principles
Introduce outcome-based, dual-track, and AI-governance principles
- 7:40AM EDT
Product and AI landscape
Map product goals, AI capabilities, and constraints
- 8:10AM EDT
Outcomes and hypotheses
Define outcomes and testable roadmap bets
- 9:00AM EDT
Adaptive roadmap canvas
Build the roadmap structure across horizons
- 9:40AM EDT
Decision rules and guardrails
Define how the roadmap changes and what triggers change
- 10:15AM EDT
Prioritization and sequencing
Identify the next best bets and dependencies
- 10:45AM EDT
Close and commitments
Wrap up and next steps
Learn directly from Hussam
Hussam Ahmad
Leadership & Product Excellence Coach
Who this workshop is for
You're a PMs stepping into AI-Related Product role.
You're a Senior PMs aiming for greater strategic influence.
You're a project managers transitioning to product
You're a startup founder shaping your first product function
You're a design/engineering lead and want to drive product decisions
What's included
Live sessions
Learn directly from Hussam Ahmad in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Maven Guarantee
Your purchase is backed by the Maven Guarantee.
Frequently asked questions
$450
USD