In this episode, Carlos Gonzalez de Villaumbrosia interviews Inbal Shani, Chief Product Officer at Twilio, the $18B customer engagement powerhouse trusted by over 320,000 businesses worldwide.
Inbal is a trailblazer in AI-first product development. Before joining Twilio, she led the launch of GitHub Copilot—one of the most transformative AI tools for developers, reshaping how engineers write code. Now at Twilio, she’s steering a product portfolio that infuses AI into the heart of customer communications, helping companies unlock smarter, more personalized digital experiences at scale.
In this conversation, Inbal shares why successful AI adoption goes far beyond adding models to features—it requires a rethinking of product strategy itself. She also dives into how Twilio measures real business impact from AI, why PMs need technical fluency more than ever, and what it takes to lead a product org into the AI-native future.

What you’ll learn:

How GitHub Copilot shaped Inbal’s approach to building AI-native products.
Why AI adoption alone is not a product strategy—and what to focus on instead.
The metrics Twilio uses to evaluate AI’s business impact.
The evolving technical skill set required for PMs in the age of AI.

Key Takeaways👇:

Beyond the Hype: Inbal’s perspective on what truly makes AI transformative for end users.
AI as Strategy, Not Feature: How to align AI capabilities with customer outcomes.
PMs in the AI Era: The must-have technical skills that will define tomorrow’s product leaders.

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Credits:
Host: Carlos Gonzalez de Villaumbrosia
Guest: Inbal Shani

Polyvagal Theory w/ Bridger Falkenstien (Repost)

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