AI Prototyping for AI Products
Priya Mathew Badger
Principal PM at Yelp, ⭐ 4.9 on Maven
Get hands-on experience prototyping, evaluating, and shaping AI features
A lot of PMs want to build great AI products but get lost in overly technical courses and influencer content pushing the tool of the week.
I created this workshop to give PMs practical guidance on building great AI features that they actually apply in a live session.
Prototyping an LLM-powered feature isn't just about visualizing an idea. It's about giving you a vehicle to shape the product and get faster feedback cycles.
What's included:
Hands-on guidance to build and iterate on an AI feature from scratch
Learn how to use prompting and system instructions to shape the experience yourself
Leave with a step-by-step guide and lifetime access to recordings for future reference
Private AI Prototyping Slack community
No coding or data science experience required, just product sense and the grit to learn.
I'm a Principal PM at Yelp, with a 4.9 rating on Maven, who was featured on How I AI and have taught 100s of PMs how to prototype AI features.
"Priya changed how I think about prototyping AI features, and I highly recommend learning with her.” - Claire Vo
Note: If you are brand new to prototyping, I recommend taking my AI Prototyping for Product Discovery workshop first.
Workshop agenda
- 1:00PM EDT
Framework for choosing the right AI experience
A crash course in what's possible and how to choose the right fit for your product problem.
- 1:30PM EDT
Defining your AI Product experience
Learn what's different for AI Product feature definition and how to simply document it before you start prototyping.
- 2:00PM EDT
Live exercise: Build AI Insights into a Dashboard
A guided exercise on how to apply AI insights into a dashboard and shape the experience using Google AI Studio.
- 3:00PM EDT
Pre-production evaluations for your AI experience
How to test and iterate on what good looks like.
- 3:30PM EDT
Live exercise: Practice doing evals on your prototype
Get hands-on experience defining what good looks like and evaluating and iteration on your experience.
- 4:00PM EDT
Conversational AI
Learn the spectrum of conversational AI features and why UI/UX and eval complexity matters.
- 4:30PM EDT
Build Lab & Office Hours
Q&A + open time to iterate on your prototype or get started building your own AI feature.
Learn directly from Priya
Priya Mathew Badger
Principal PM for Yelp's AI Assistant, Lenny's Community Top 25 contributor
Who this workshop is for
Individual Contributor PMs who want to get started learning how to build and prototype AI products
Product leaders (GPM/Director/VPs) interested in leveraging prototyping for vision and team upskilling
Job Seeking PMs who need to learn prototyping for interviews with AI-first product companies
What's included
Live sessions
Learn directly from Priya Mathew Badger 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.
Maven Guarantee
Your purchase is backed by the Maven Guarantee.
Free resource
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How to Prototype LLM Powered Features
Outline needs for your AI feature or product
Learn to simply communicate your idea to both stakeholders and prototyping tools
Learn the approaches for prototyping LLM powered features
Get an overview of the tools landscape and how to select what to use
Live demo of prototyping an LLM powered feature
Follow along as I build an LLM powered prototype live