Conversation Commitment Tracker

Automatically capture and track verbal commitments made in conversations ('I'll send that over', 'I'll make that intro'). A smart system that reminds users of promises they've made and helps them follow through without manual logging.

Meeting transcription and AI summarization have exploded since 2023, with tools like Otter.ai and Fireflies already ingesting conversation audio at scale — which means the infrastructure problem is largely solved and the real question is whether commitment extraction is a defensible layer on top of it. Fireflies and Otter both surface action items, making them the closest substitutes, and the honest answer is most users will check whether those tools already cover this before paying for a standalone product. The $500–2k/mo revenue band reflects a real ceiling: this is a productivity add-on with low switching costs and weak lock-in, not a workflow system of record. The most likely failure mode is that the pain isn't sharp enough — people who forget verbal commitments tend to rationalize that as a relationship problem, not a software problem, and won't pay monthly to solve it.