In partnership with
👋 Hey friends,
Your next product manager might not have a calendar, a coffee mug, or a Slack account — but it already knows what to build next.
Over the past few months, I’ve been talking to founders, PMs, and operators across startups and Fortune 500s alike. And one theme keeps surfacing:
AI isn’t just helping product teams anymore.
It’s starting to run them.
Not through dramatic automation announcements or flashy dashboards — but quietly, behind the scenes.
A Jira ticket written overnight.
A spec summarized from customer data.
A backlog reshuffled in seconds.
No meetings. No PM approval. Just progress.
The Moment It Clicked
A few months ago, a founder of a fast-growing SaaS startup told me something that stopped me mid-conversation.
“We realized our AI system had prioritized a feature we hadn’t planned. It wrote the spec, linked it to tickets, and assigned subtasks overnight. The next morning, our dev team just… started building it.”
At first, they thought it was a glitch.
Then they looked closer — and realized the feature made sense.
The AI had analyzed customer usage patterns, cross-referenced them with churn data, and projected potential revenue impact.
It didn’t ask for permission — it simply did the job, faster and more accurately than anyone expected.
That was the moment it clicked for me.
AI isn’t just the co-pilot anymore.
It’s quietly becoming the silent product manager — the one who never forgets a dependency, never skips context, and never runs out of energy.
What We’ll Explore in Today’s Edition
Today, we’ll unpack how this transformation is unfolding inside modern product teams — and what it means for the next generation of builders.
The Data: How productization and workflow-level AI are creating measurable performance gains.
The Stack Shift: Why we’ve moved from organizing human work to orchestrating machine reasoning.
The 4C Model: The new framework redefining product management — Context, Cognition, Collaboration, and Curation.
Real-World Lessons: What top companies like Notion, Harvey, and Linear are doing differently (and what you can learn from them).
The Takeaway: Why the future of product work isn’t about replacing PMs — it’s about teaching systems how to think like them.
Let’s get into it.
— Naseema Perveen
IN PARTNERSHIP WITH ROKU
Shoppers are adding to cart for the holidays
Over the next year, Roku predicts that 100% of the streaming audience will see ads. For growth marketers in 2026, CTV will remain an important “safe space” as AI creates widespread disruption in the search and social channels. Plus, easier access to self-serve CTV ad buying tools and targeting options will lead to a surge in locally-targeted streaming campaigns.
Read our guide to find out why growth marketers should make sure CTV is part of their 2026 media mix.
