Oct. 13, 2026

AI Made Building Faster. Why Is Shipping Better Products Still So Hard | Jeff Keyes

Show Notes

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Jeff Keyes, Field CTO at Allstacks and a product and go-to-market leader, about why AI can help teams build the wrong thing faster, how product teams should measure AI ROI, and why more code, tickets, PRs, and features do not automatically mean better products.

You’ll learn:

* Why many companies measure AI productivity with the wrong scoreboard

* Why lines of code, PR count, and feature volume can be misleading AI ROI metrics

* How AI-generated user stories can become the same weak requirements with more text

* Why product managers need to focus on customer value, not just output

* How Microsoft Office’s ribbon redesign shows the importance of prioritizing what users actually use

* Why on-time and on-budget delivery does not prove a product created value

* How the product manager’s job changes when AI speeds up execution

* What AI slop looks like in product management, product marketing, and engineering

* How to use AI better by organizing ideas, ranking themes, and applying frameworks

* The difference between product management and product marketing

* Why startups may need product marketing earlier than they think

* How teams can define a North Star and use evidence to test whether AI is actually helping

Jeff Keyes has worked across product management, product marketing, and engineering. His work focuses on helping teams build better products, connect product decisions to customer value, and use evidence instead of output metrics to understand whether they are actually improving.

Timestamps

00:00 Introduction

01:17 AI ROI: Value Over Output

05:34 Why Leaders Prioritize Speed

16:12 How AI Is Reshaping Product Management

22:01 The Expanding Product Manager Role

24:54 What AI Slop Means for Product Teams

29:22 A Better Workflow for LLMs

32:10 Product Management vs. Product Marketing

37:30 Aligning Product and Product Marketing

41:09 Building Product Marketing Skills

43:49 Using AI for Better Execution