Free Lesson
5 Ways PMs Build AI Features Users Can't Live Without
30 min
Nov 12, 2026 12:00 PM
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What you'll learn
Method #1: Technology-First Approach (Within Constraints)
How NotebookLM began in Google Labs: start from compelling tech, then find the problems it can solve.
Method #2: Use Vision for an AI-Powered Content Remixer
Any input, any output: turn text, audio and video into new creations like blog posts, videos or chatbots.
Method #3: The Delta 4 framework with Abhai
Test whether your AI feature is so much better that users will never go back to the old way.
Method #4: Design conversational AI experiences with Abhai
Use conversationality to make AI features feel natural, with lessons from leading product on Amazon Alexa+.
Method #5: Read the early signals of a product users love
Spot what predicts success: high retention, a growing and diversifying user base, and an engaged community.
Why this topic matters
Most AI features get tried once and forgotten.
The ones users can't live without are built differently.
In 30 minutes, Marily Nika (Gen AI Product Lead at Google, author of The AI-Powered Product Manager) and Abhai Pratap Singh (product lead on Amazon Alexa+) share five methods, drawn from products like Alexa, NotebookLM, for choosing what to build, testing whether it's truly better, and spotting early signs it's working.
