DEMO ENVIRONMENT
Data Quality Controls
Monitor data integrity and schema compliance
Passing Checks
2
Warnings
2
Failures
1
Quality Check Results
Missing Required Fields
Missing phone numbers in 24 customer records
Issues found: 24
WARN
Duplicate Records
No duplicates detected
PASS
Date Gaps in Timeline
3 date gaps exceeding 24 hours in transaction timeline
Issues found: 3
WARN
Schema Drift Detection
Schema aligned with latest version
PASS
Invalid Field Values
156 invalid email formats detected
Issues found: 156
FAIL
1 critical data quality issues detected. Please address these before proceeding with production use.