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.
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.
Organizations drown in signals and starve for decisions. A practical taxonomy for classifying market signals by decision relevance — and for building the escalation paths that make monitoring pay for itself.
Market intelligence has quietly changed shape: from quarterly reports assembled by hand to continuous programs built on structured public-web data. Here's what that change actually looks like in practice.
Search data is the largest honest survey ever fielded — if you read it correctly. Aggregate signals, seasonal ghosts, and the difference between interest and intent.