AI Native Product Teams
Mustafa KapadiaMost product teams are using AI. Few are seeing real impact. A weekly perspective for CPOs who want to close the gap.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
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mustafakapadia.substack.comLatest Issues
Why Most AI Transformations Stall
Most AI transformations don’t fail because product teams picked the wrong tool.
They fail because product organizations carry old assumptions into a fundamentally different way of working.
The result is familiar. Teams are using AI, but v...
The AI System Every Executive Should Build
Navya Rehani Gupta’s role at Talent.com expanded three times in under eighteen months.
She joined as CPO. Then took over engineering. Then took over go-to-market - sales, marketing, operations. Each expansion put her in territory she didn’...
Scaling Research Without Scaling the Team
This case is anonymized due to client confidentiality.
Every UX research team faces the same challenge: reach.
No matter how good the research team is, they can only support a fraction of the decisions that would benefit from user insight...
AI Is Giving Teams Speed. Now Comes the Hard Part.
CPOs spent years trying to help their teams move faster.
Now AI can actually deliver that.
Which raises a different question entirely. How do we make sure we’re making the right decisions at AI speed?
We talked about this in our monthly...
From PRD to Code: The Steps Nobody Talks About
Almost every team that tries to turn a PRD into code hits the same wall.
They hand a PRD to an AI coding agent. The code comes back wrong. So they nudge, iterate, and debug it. But end up spending more time than if they’d built it the old...
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Authors
The writers behind this newsletter.
I help product teams use AI to boost productivity and deliver a bigger impact. A CPO turned consultant, with 25+ years of product and innovation experience at Google and IBM. In the last 2 years, I’ve helped 2,000+ PMs achieve 10x productivity.
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