Modernize Data Governance with DataGovOps

Continuously Monitor Data Quality

TestGen is open source. Point it at your tables and it profiles every column. It generates thousands of data quality tests automatically, then re-runs them on every refresh. The Monitors page rolls anomalies up by table across freshness, volume, schema, and metrics, so at a glance you see which tables are healthy and which are drifting. Drill into any table for a 14-day trend chart with anomaly markers. Set notifications when a test fails, score every column with a quality grade, and tag CDEs and PII as you find them. No vendor lock-in. No consultant required to stand it up.

• Install Open Source TestGen →
• Blog: Data Quality Testing Is at the Core of Four Critical Data Team Processes →

View your Data Catalog

TestGen profiles every column in every table and writes the results into a built-in Data Catalog. You see data type, suggested type, value distribution, missing-value rate, duplicate count, and a quality score on every column. Mark a column as a CDE or PII, name a business owner, set a semantic data type. Those tags stick. The next profiling run refreshes every fact about the data underneath while preserving what you wrote. Your governance catalog stays current because TestGen runs on a schedule, not on a quarterly spreadsheet update somebody forgot about.

• Product: DataOps Data Quality TestGen →

Process Lineage at Your Fingertips

Data lineage shows you which tables feed which dashboards. Process lineage shows you what happened on the way: the job, the run, the test result, how long it took, where it broke. DataOps Observability records every step the data passed through, end to end. When an auditor asks who ran what last Tuesday at 3am, you have the answer in three clicks instead of three days of grep.