Data Quality Checker

Profile incoming data before it enters the ingestion pipeline — null rates, type mismatches, format violations, out-of-range values, and duplicate detection.

• Ingestion
• Data quality
• Profiling
• Validation

How to install

1. Run: tia ingestion dq-check --source your_source_id
2. A quality report is printed and saved to dq-report.json.
3. Fix any flagged issues in your source system before the next sync.
4. Schedule automated checks with --schedule daily.