AI PM Builders Module 1: Think in AI
AI PM Builders Module 1: Think in AI
Learn to think like an AI product builder. In this hands-on module, you'll identify high-impact AI opportunities, distinguish AI-shaped problems from hype, and transform one idea into a build-ready AI product specification. By the end, you'll have a validated concept, a clear MVP scope, and a roadmap ready for development.
What you'll learn
Understand what modern AI models are good at—and where they still fail.- Identify high-value AI opportunities instead of adding AI as a feature.
- Recognize "AI-shaped" problems worth solving.
- Leave with a build-ready product specification.
- Write an AI-native product brief that guides development.
- Define the smallest lovable AI product you can realistically build.
- Define success metrics and evaluation criteria before writing any code.
This course includes:
Course requirements
Comfort thinking in products, no engineering background required.- Familiarity with product management fundamentals
- Laptop with access to ChatGPT, Claude, Gemini, Cursor (or equivalent AI tools)
- Willingness to build hands-on every week.
- Sessions delivered primarily in Arabic with English resources
Description
Most product ideas aren't AI products—they're products with AI sprinkled on top.
In this hands-on workshop, you'll learn how to identify opportunities where AI creates genuine customer value, not just novelty. You'll explore what modern AI models can (and can't) do, discover how to recognize "AI-shaped" problems, and select an idea that is realistic to build as a solo creator.
By the end of the module, you'll transform your idea into an AI-native product specification with clear success criteria, a focused MVP scope, and a roadmap that's ready to build.
Whether you continue with the full AI PM Builder program or build on your own, you'll leave with a validated product concept—not just another AI idea.
Who is this course for
Product thinkers in any role (PM, designer, marketer, ops, analyst) who want to build, not just spec.
Solo entrepreneurs and indie makers building an AI-powered product.
Founders validating an AI idea before hiring.
Domain experts who want to turn their expertise into an AI product.
Who is this course for
Product thinkers in any role (PM, designer, marketer, ops, analyst) who want to build, not just spec.
Solo entrepreneurs and indie makers building an AI-powered product.
Founders validating an AI idea before hiring.
Domain experts who want to turn their expertise into an AI product.
Course syllabus
1 Weeks • 1 Modules • 4 lessons (2 live lessons)
AI Product SenseFrom Idea to Spec
Session 1Session 2Instructors
Dorra Mlouhi is a product leader, Product Management instructor, and startup advisor with over 11 years of experience building and scaling digital products across global B2B and B2C markets. With a background in computer science engineering, she combines deep technical expertise with strategic thinking, leadership, and storytelling to solve complex, human-centered challenges.
She has held product leadership roles at Amazon Web Services (AWS), Trivago, and Tesco, where she led high-impact initiatives that translated advanced technologies into scalable, customer-centric solutions. As an AI-forward product leader, Dorra actively explores and experiments with emerging AI capabilities to reimagine how products are designed, built, and delivered.
Currently, she serves as a Product Leader at AWS and is the co-founder of Rituals.pm, a community dedicated to empowering the next generation of product professionals through practical frameworks, mentorship, and continuous learning.
Frequently Asked Questions
If you still have questions, contact instructor or Zomra on LinkedIn
All live sessions are recorded and available for replay within 24 hours. You can watch them at your convenience.
You're one step away from learning new skills, achieving your career goals, & earning a certificate.
Certificate of Completion
AI PM Builders Module 1: Think in AI
Graduated from AI PM Builders Module 1: Think in AI at Zomra, with strong grasp of its fundamentals, completed all coursework and activities.