Your First Step Toward Your PM AI Operating System: Build the First PM AI Copilot in 90 Minutes
Friday, May 15
11:00 AM, UTC1 hour 30 minutes
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What you'll learn
How to think like a Product Leader in the AI era: shift from “doing PM tasks” to designing PM systems.
The core architecture of a PM AI system: orchestration layer, specialized agents, context engine, and governance.
How to map PM work into agent workflows: discovery, prioritization, PRD drafting, decomposition, stakeholder updates.
How to build the workflow stack hands-on with n8n + Anthropic/LLM + Slack + Notion.
How to measure impact: practical KPIs for speed, quality, decision confidence, and adoption.
Why you should attend
You’ll leave with a clear blueprint to start building your own PM AI system immediately.
You’ll learn how to automate repetitive PM work without losing product judgment.
You’ll see how to create a specialized agent network instead of relying on one generic chatbot.
You’ll gain a practical framework to make AI outputs traceable, citation-backed, and team-trusted.
You’ll reduce the “where do I start?” friction and move from ideas to a working operating model.
Session requirements
Role fit: Product Managers, Product Owners, Startup Founders, or Product Leaders.
Experience level: Beginner to intermediate with AI tools (no coding required).
Accounts/tools: Access to Slack, Notion, and an LLM account (Claude or equivalent chatbot).
Automation platform: Free n8n account (or local n8n setup) recommended before joining.
Technical setup: Laptop + stable internet.
More about hosts & guests
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.
Hosting organization
Rituals.pm
Elevate the product management taste in MENA
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