#dataquality

CRM data hygiene fails when treated as cleanup. A five-stage playbook to audit, dedupe and enforce clean data at the intake layer, with real platform

A user's job-matching agent kept ranking near-identical listings against each other, burning tokens...

I built a small warehouse, fed it a batch of orders with twelve defects planted in it, and watched...

Every morning at five our delivery performance report is built from the previous day's proof of...

By the end of this post, a pull request that breaks your data will fail in GitHub before anyone can...

Many dbt projects start with the same two tests on every key: unique and not_null. They are cheap,...

A 210-filing measurement on sec-insider-trades-scraper found that SEC EDGAR's raw ownership XML...

Our order systems look up delivery addresses from the national postcode file, which we license and...

Our fleet workshop schedules servicing and safety inspections for about four hundred heavy vehicles....

What a data contract is, schema evolution vs breaking changes, versioning, CI enforcement, ownership, tooling, and a minimal contract you can ship today.

A customer rejected a batch in March on the strength of his own incoming test, which disagreed with...

In modern application architecture, maintaining clean data pipelines is a balance between technical...