Designing Market Monitoring That People Trust
Monitoring systems live or die on a human variable: whether the people they serve believe them. Notes on building that trust — provenance, humility, and the art of the visible caveat.
Archive
Category: Data Quality
Validation, drift and the standards that make external data safe to build on.
Data Quality in Large-Scale Web Intelligence
Quality isn't a cleanup step — it's a designed property with measurable gates. The validation framework we apply before any dataset leaves the building.