Tomás Berquist

Automatic repair slows data debt's spread, but only sustained governance prevents it from returning.

Fix duplicate records and broken links before they corrupt your pipeline and reporting.

Preserve CRM relationships by merging parents first and defining survivorship rules upfront.

Enforcement at data boundaries prevents breaking changes from cascading to consumers.

Treating data failures like web outages requires SRE discipline, not batch-job thinking.

Applying SRE's postmortem discipline to data quality incidents.

Detection delays cost nearly $2 million more than early identification of cloud warehouse breaches.