From PM to AI-powered PM: Understand AI, Build With AI, in One Day
Dorra Mlouhi
Product Leader and AI Builder
Ahmed Wafaey
Product Leader | AI Products at Scale
Most PMs Talk About AI. You'll Leave Having Built With It.
🔥 15% off early bird – code Rituals15
The PM role is being rewritten. In a world where anyone can generate a prototype, the PMs who stand out are the ones who know which AI products are worth building, how to make them reliable and how to prove their value fast. That takes more than prompts: it takes a real understanding of AI and a repeatable way to build with it. This workshop gives you both, so you leave with skills and an MVP, not just notes.
What you’ll learn
Master AI fundamentals, evals and your own AI PM system, and turn a real problem into an MVP. Go from using AI to building with it.
How neural nets, transformers, tokens, context windows and RAG work, taught as the five levers you can pull, each shown live by breaking it
Build a one-page “how LLMs fail” cheat sheet you keep.
Write eval test cases and a pass/fail rubric that catch bad AI output before your users do.
Leave with an eval set and guardrail spec for your own feature.
Build assistants for research, discovery and PRD drafting, loaded with your own product context.
Configure 3 assistants plus a prompt library you keep using.
Take one real problem through discovery, a validated PRD and a working no-code MVP in an afternoon.
Walk out with a live MVP and PRD you can share Monday.
End the day with other PMs using your MVP as real users, hunting for the failure cases your eval set missed, so you fix them in the room ins
Workshop agenda
Understand AI, From Neural Networks to the Token Economy
(60 minutes)
Demo
(15 minutes)
Define What "Good" Looks Like for AI Features
(45 mintes)
Hand-on activity
(30 minutes)
Start Building your AI PM Operating System
(45 mintes)
Hand-on activity
(45 minutes)
Go From Problem to MVP
(30 mintes)
Hand-on activity
(30 minutes)
Learn directly from expert instructors
Dorra Mlouhi
Product Leader and AI Builder
Ahmed Wafaey
I've shipped AI products end-to-end and now help PMs do the same.
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Rituals.pm
Product Leaders and AI Practitioners (AWS, Delivery Hero, Uber...)
Who this workshop is for
The PM who wants to build, not just spec
The product leader shaping AI strategy
The career switcher moving into AI product roles
What's included
Live sessions
Learn directly from your instructors 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.
Ready-to-use templates
PRD, eval, Claude skills and discovery templates you can use with your team the next day.
Live Q&A and feedback
Get your questions answered and receive direct feedback on your MVP during the showcase.
Maven Guarantee
Your purchase is backed by the Maven Guarantee.
Frequently asked questions
Maven for Teams
Reimbursement
Get your company to pay
Everything L&D needs: email template, receipts, and certificate of completion.
Get reimbursedTeam discount
Learn with your teammates
Save 20%+ when 2 or more teammates enroll in the same cohort.
Save 20%+ with a teamPrivate cohort
Run a cohort for your org
A dedicated cohort with a custom schedule and curriculum, tailored to your team.
Book a private cohort$299
USD
10:30am–4:30pm EST