- Reconciliation after extraction means validating extracted data matches the source system.
- We compared record counts between SQL tables and Power BI dataset.
- For finance data, we validated total revenue and transaction totals daily.
- Any mismatch triggered investigation before releasing reports.
- We used control tables storing expected row counts from source.
- Null or duplicate checks were also part of reconciliation.
- API extraction verified last transaction ID to confirm completeness.
- This ensured no missing or partial data after refresh.
- Business users trusted reports because numbers matched source system.
- So reconciliation guarantees data accuracy and reporting reliability.
What is reconciliation after extraction?
Updated on February 9, 2026
< 1 min read
