System Online · Monitoring Active
Data Quality
Monitor
Automated checks · Airflow orchestrated · Daily 06:00 UTC
Python · Apache Airflow
PostgreSQL · Azure
6 check types
14 unit tests
▶ RUN CHECKS
All Tables
claims
members
revenue_actuals
All Statuses
FAIL only
WARN only
PASS only
—
/100
—
—
—
PASSED
—
WARNED
—
FAILED
—
TOTAL
Tables Monitored
3
Daily checks
Overall Score
—
Weighted average
Null Rate
—
Avg across cols
Duplicate Rate
—
Key columns
Range Violations
—
Out of bounds
Last Run
—
UTC
Quality score trend
30-day history · all tables · daily runs
Check results by type
Pass · Warn · Fail breakdown per check type
Null rate by table & column
% of null values per key column
Score by table
Current run quality score per table
Check results — current run
All checks · sorted by status · click filters above to narrow down
Table quality summary
Score · checks · pass/warn/fail per table
Table
Score
Grade
Passed
Warned
Failed
Status
Alert log
Recent alerts raised by the monitoring pipeline