How product teams design smart, usable, and responsible AI-powered features
Building AI Experiences is a story-led course, grounded in case studies of real AI-powered products. Expert trainers share lessons learned from designing and launching AI features, from identifying the right opportunities to aligning with cross-functional teams and navigating ethical risks.
Whether you’re exploring LLM integrations, building a product assistant, or experimenting with prompt-driven interfaces, this provides practical tools and frameworks to confidently scope, design, and iterate on AI features to improve user experiences and create business value.
The big questions
How do product managers identify AI opportunities that truly improve the user experience?
What modern UX patterns work best for AI-driven products?
How do LLMs behave, and how can product teams design with the constraints in mind?
How can product managers build safe, responsible AI features with clear guardrails?
What metrics help measure success and user trust in AI-powered features?
CLASS CURRICULUM
What we cover
Spotting the right AI opportunities
Designing AI-driven UX
Working with LLMs
Scoping features with a responsible lens
Cross-functional alignment
Post-launch success metrics
A note from the course creator
“From discovery to launch, this course turns probabilistic tech into predictable product practice. You’ll master the patterns, guardrails, and measures that let you build AI products that users love, communicate uncertainty with stakeholders, and equip yourself with the frameworks and tools to operate end-to-end as a true full-stack AI PM.”
Angus Allan
AI Innovation Lead at Version 1, Non-Executive Director, Responsible AI Speaker and Coach
What to expect from our training format
With our product management training, you’ll experience our industry-leading curriculum, coaching from expert trainers, and learn live with product peers — all in a fully interactive format.
Each live class combines lectures, group discussions, Q&As, and activities designed for hands-on learning and real-time application.
Our public cohorts currently run remotely across two half-day sessions. Team Training classes can be delivered remotely or in person, with flexible timing and cadence to suit your team. Remote sessions are hosted via Zoom and supported by digital collaboration tools.
Ready to bring AI into your product practice?
Upcoming public cohorts
We're currently planning our 2026 schedule for AI public cohorts. Want to be the first to know when new dates open?
Sign up here.