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 and actually apply it 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 on your definition of "good."

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 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 good old fashioned product sense and the grit to troubleshoot and 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.

Note: This workshop requires students know the basics of AI prototyping. If you are brand new to prototyping, take 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

Priya Mathew Badger

Principal PM for Yelp's AI Assistant, Lenny's Community Top 25 contributor

Work experience at
Yelp
Gopuff
Google
eSpark
Codeverse

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

Priya Mathew Badger

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.

Frequently asked questions

$595

USD

Jun 13
Enroll