AI Product Management Workshop: Build, Test & Launch AI Products
AI-Native Product Management: From Idea to Launch
AI has made it easier than ever to build a prototype.
But building an AI product people actually want, trust, and use is a very different problem.
Product Managers now need to make decisions around unpredictable AI outputs, changing user behaviour, rapid experimentation, new success metrics, and constantly evolving technology, while still solving a real customer problem.
The old PM playbook wasn't designed for this.
This hands-on workshop is designed to help you build a new one.
The Problem
As AI becomes native to more products, PMs are being asked to answer entirely new questions:
Should this problem even be solved with AI?
How do you move from customer problem → AI use case → working prototype?
What changes across discovery, build, launch, and measurement?
How do you evaluate a product when AI doesn't behave predictably every time?
What does great product sense look like for an AI product?
And what will companies expect from the next generation of Product Managers?
This workshop moves beyond talking about AI and puts you inside the decisions an AI-native PM actually needs to make.
What You'll Do
Rethink the PM Lifecycle
Learn how discovery → build → launch → measure changes when AI sits at the core of the product.
Find Problems Worth Solving
Learn how to identify where AI can create meaningful customer value instead of adding AI for the sake of it.
Build an AI Prototype Live
Take an idea and turn it into a quick working prototype during the workshop.
Develop AI Product Sense
Learn a structured framework for tackling ambiguous AI product problems and making stronger product decisions.
Experience a Live Product Sense Interview
See the framework applied in real time through a mock interview, including how responses are structured and evaluated.
Prepare for AI PM Interviews
Break down question patterns, evaluation rubrics, and what stronger AI PM answers look like.
Understand What's Next for PMs
Explore how AI is changing the role itself and what capabilities Product Managers will increasingly be expected to have.
What You'll Walk Away With
By the end of the workshop, you'll have:
A practical AI-native PM lifecycle framework
A working AI prototype built during the session
A repeatable framework for AI product sense
A structured approach to AI PM interviews
Practical experience thinking through real AI product decisions
A clearer understanding of the skills the next generation of PMs will need
A Certificate of Completion
Know Your Speakers
Yash Chaturvedi | Head of Product, Amazon
AI product leader bringing hands-on experience in product strategy, experimentation, and building and scaling AI-powered products.
Nisarg Shah | Product Leader, Meta
Product leader with experience across Meta and Amazon, spanning AI/ML, personalization, discovery, and consumer products at scale.
Suhail Shaikh | Product Designer & AI Builder
Brings the design and building perspective, focusing on AI-native workflows, rapid prototyping, and turning product ideas into usable experiences.
Who Is This For?
Product Managers, aspiring AI PMs, product designers, founders, and product leaders who don't just want to learn about AI, but want to become better at building products with it.
Don't just learn how AI is changing Product Management. Learn how to operate as a Product Manager when AI is already here.