From Toolkit to Production: The Next Chapter of Vibe Coding for PMs
From Toolkit to Production: Vibe-Coded Products in the Enterprise How PMs Are Shipping Real AI-Built Products to Real Users
Last event we explored how PMs are using AI to build their own toolkits. This time, we're going further: what happens when vibe-coded work moves out of the sandbox and into production at real companies, with real enterprise data and real users?
There's a lot of hype — and a lot of skepticism. Some teams have shipped successfully. Others have been burned. And plenty of folks are still on the sidelines, wondering if any of this actually holds up inside an enterprise environment.
This PM Waterloo meetup is a hands-on, community-driven session focused on the PMs who've actually done it — and what the rest of us can learn from their wins, scars, and surprises.
This session will focus on practical examples, shared learnings, and what's actually working when AI-built products meet enterprise reality.
What to expect
Short PM demos / show-and-tell of products shipped to production
Real examples of navigating security, data, and stakeholder buy-in
Honest takes on what worked, what broke, and what they'd do differently
Small-group discussion and concrete takeaways
Who it's for
Product Managers (IC → Director) working on or curious about enterprise products
PMs who want to move past prototypes and see what production looks like
Skeptics, believers, and the burned-but-curious
No AI or coding experience required
🎤 Want to demo or share? We're looking for PMs who have shipped a vibe-coded or AI-built product (or feature) into production on an enterprise product to do a short, informal demo or show-and-tell (5–10 mins).
We want the real story: what you built, how it got through the gauntlet (security, legal, data, stakeholders), what surprised you, and what you'd tell another PM thinking about doing the same. No polished presentation required.
👉 Interested? Fill out this short form. We'll contact you to confirm your demo slot. https://forms.gle/fAdudFrufr5kCkBV6