Poor Data Quality Cost

CRM Data Quality

Key benchmark

Gartner has placed average annual poor data quality cost at 12.9 million dollars per organization.

Even when the absolute benchmark is larger than a small team's budget, the direction is clear: data cleanup is revenue protection, not administrative polish.