AI PM Builders Module 2: Build With AI
AI PM Builders Module 2: Build With AI
Building AI products no longer requires a full engineering team. In this hands-on module, you'll use AI-native tools like Cursor, Claude, and Lovable to turn your product spec into a working AI application. Learn to collaborate with AI as your engineering partner, design trustworthy AI experiences, and handle challenges like hallucinations, latency, and non-determinism. Leave with a functional MVP ready for real users.
What you'll learn
Set up an AI-native development workflow using Cursor, Claude, and Lovable.- Turn your product specification into a working application.
- Build AI features using prompts, APIs, retrieval (RAG), memory, and agents.
- Learn how to collaborate effectively with AI to generate and refine code.
- Design AI user experiences that account for uncertainty and non-deterministic outputs.
- Build guardrails that improve reliability and user trust.
- Handle latency, streaming responses, and AI interaction patterns.
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
Build AI Products Without Writing Every Line of Code.
Building AI products no longer requires a full engineering team—or years of coding experience.
In this hands-on module, you'll learn how to build a functional AI application using AI-native development tools like Cursor, Claude, and Lovable. Instead of writing every line of code yourself, you'll direct AI as your engineering partner, turning your product specification into a working application.
You'll also learn how to design AI experiences that users can trust by handling hallucinations, non-determinism, latency, and other challenges unique to AI products.
By the end of the module, you'll have a working MVP that real users can interact with—and the confidence to keep building independently.
Important Note
This module can be purchased independently or as part of the complete AI PM Builder Program. Purchasing the full program provides a discounted bundle price, access to all four modules, projects, the AI PM Playbook, coaching sessions, and certification. Learn more about the full program here
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)
Building with AI ToolsAI UX & Trust
Seession 3Session 4Instructors
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 2: Build With AI
Graduated from AI PM Builders Module 2: Build With AI at Zomra, with strong grasp of its fundamentals, completed all coursework and activities.