The Product Loop
The missing layer between your customers and your code
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March 21, 2026
We are building an AI engine for Product Managers!
Teams don't build the wrong things because they don't care. They build them because every tool breaks the chain.
I'm a PM at Walmart. I watched this happen for years. So I am trying to build the fix. The Product Loop takes your raw customer signals/feedback and closes the entire chain:
→ Clusters signals into scored, evidence-backed opportunities
→ Forecasts delivery from your real backlog
→ Generates a complete spec — user stories, Gherkin criteria, UI proposals
→ Exports directly to Cursor or Claude Code Signal in agent-ready specifications.
Nothing is lost between. It's in beta. It's free. Please try it and help me with your honest feedback(Good or Bad). I will read every reply personally.
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