Establish a layered data quality framework with checks, severity tiers, ownership, and automated alerting across pipelines.
## CONTEXT Our data has quality issues that surface as broken dashboards and angry stakeholders. There is no systematic validation. I want to design a data quality framework that catches problems early, classifies them by severity, and routes alerts to owners, rather than ad hoc checks bolted on after incidents. ##…
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