Data Governance AI Product
A unified governance layer that lets every team find, trust, and use enterprise data — without slowing down.
The opportunity
Across global markets, teams were duplicating reports, questioning data lineage, and slowing down on compliance reviews. The real opportunity wasn't another dashboard — it was a governance layer that could explain itself.
How we approached it
- Mapped data product owners and existing catalogue tooling across regions
- Built an LLM-backed assistant that answers data questions with cited lineage
- Embedded policy checks (PII, retention, GDPR) into every query path
- Defined an evaluation harness for hallucination, citation accuracy, and policy drift
What changed
A governance system that people actually use because it makes their day faster, not slower — while leaving an audit trail that satisfies legal and risk.
–63%
Time-to-answer for data questions across pilot markets
4×
Catalogue adoption growth in the first quarter post-launch
100%
Of LLM responses ship with cited lineage and policy check
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