Data Quality Engineering

Overview

Bad match configuration silently destroys MDM value — false positives merge unrelated records, while conservative thresholds let duplicates proliferate unchecked. We audit, tune, and rebuild your Reltio match rules, survivorship logic, and data quality rule sets against your actual production data.

What's included

We audit, diagnose, and fix — not just document

Data quality engagements often produce reports. Ours produce working configurations. We run match rule calibration against your actual production data, deliver tuned thresholds, and validate the results before we leave.

If your duplicate rate is rising, your match quality has degraded, or your stewardship queue is growing faster than your team can handle — a focused data quality engagement typically delivers measurable improvement within 6–8 weeks.

Engagement details