Data-quality scans
3 min read · Updated June 2026
A data lake is only as useful as it is clean. AVA can scan your organization for the quiet problems — duplicates, broken references, fields that no longer parse — and surface them.
What a scan surfaces
- Duplicate records across an app.
- References that point at items that no longer exist.
- Fields whose contents have drifted out of a usable shape.
She proposes; you approve. A scan reports findings and suggests fixes. Anything that changes data waits for your confirmation.