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How The Best Product Managers Use AI (ft Elina Lesyk)

47 min • 29 april 2025

Is traditional AI Product Management becoming obsolete? Elina Lesyk, AI consultant and host of the AI Ketchup podcast, joins Tool Use to explore how AI is fundamentally reshaping the product management workflow. We dive into the necessary technical skills for AI PMs, whether AI prototyping tools like Bolt and V0 are replacing classic methods, essential AI UX design principles, and the core skills defining effective AI product leaders. Discover common AI implementation pitfalls, strategies for gathering user feedback for AI products, and how to identify promising AI use cases without forcing the tech. Essential insights for product managers, builders, and anyone navigating the AI shift in building products.


Connect with Elina Lesyk:

AI Ketchup Podcast: https://pod.elinalesyk.com

LinkedIn: https://www.linkedin.com/in/elina-lesyk


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00:00:00 - Intro

00:07:55 - How Technical Do AI Product Managers Need to Be?

00:13:14 - AI Tools & Feedback Loops for Product Managers

00:23:39 - How AI is Changing Prototyping (Bolt, V0, Low-Code)

00:25:36 - Safety & Pitfalls in AI Implementation

00:31:08 - Designing AI User Interactions & Experience

00:41:21 - Identifying Promising AI Use Cases


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