build logs, tighter lessons

short notes from work on agentic analytics, compounding datasets, and signal extraction across live systems.

Public Datasets Rarely Carry Product Weight

Public data is useful for prototypes, but repeated product use usually demands a private collection loop that compounds over time.

datasets data moat product
regulatedplants procureplus (menacon)