Building GitHub for Product Management: How Momental Uses AI to Find Merge Conflicts in Strategy
Here’s something that caught my attention — what if AI could spot strategic conflicts in your product team before they derail a quarter? In this episode of Just Now Possible, Teresa Torres chats with Matthias and Charlotte Kleverud from Momental about their bold vision for building 'GitHub for product management.' Imagine ingesting all your docs, meetings, even voice notes, then using AI to map out goals, decisions, and who’s responsible. Now, here’s where it gets interesting — when it detects a mismatch, like one team prioritizing retention while another pushes for conversion, it surfaces the conflict for humans to fix. According to Teresa, what they’ve built is a living knowledge graph driven by a sophisticated OODA-loop process, constantly updating itself. As Charlotte explains, this approach tackles one of the trickiest problems in product orgs: maintaining alignment across teams at scale. And get this — by integrating self-improving agents and human-in-the-loop feedback, they’re making this smarter every week. Honestly, it’s a game-changer in how organizations keep everyone moving in the same direction.