Governance usually arrives as a slide deck and a spreadsheet of owners, and it changes nothing. Six months later the same bad rows reach the same executive dashboard, and the only person who knows where a number comes from is on holiday.
Treated as infrastructure instead of policy, it works. Quality checks run in the pipeline and stop bad data before it spreads downstream. Lineage is generated, not hand-drawn, so anyone can trace a figure from the dashboard back to its source system. Access rules live in the platform — Unity Catalog and its equivalents — where they are enforced rather than merely documented.
What you get
- Automated quality checks wired into your pipelines, with alerting that names an owner
- End-to-end lineage and a catalog that stays current because it is generated
- Access control and compliance enforced in the platform, not in a wiki
- Written ownership: who is accountable for which dataset, and who to call when it breaks
Why it pays for itself
Every hour an analyst spends reconciling two numbers that should match is an hour not spent answering a question. Trustworthy data is what makes everything else on this page — the AI, the automation, the self-service BI — actually usable.
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