AI Analytics Product Strategy

Wrapping vs. Extracting

Most AI products are wrappers — a thin layer over a general model, restating what it already knows. That era is ending. The ones that last extract: they compute the answer no one ever wrote down, and that is the only layer that survives the model getting smarter.

AI Analytics Product Strategy

Usage Is the Vanity Metric of the Intelligence Era

A tool earns product-market fit when people come back. Something sold as intelligence has to clear a harder bar — a changed decision — and most teams are still measuring the easy one.

🐝 BumbleB Crunch™ — your product insight, one conversation away Demo Try free