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Automating Financial and Production Data Reconciliation for a U.S. Property Insurer

Automated Data Reconciliation for U.S. Insurer Case Study

Customer Profile

A major U.S. property insurer managing 600 to 800 data interfaces and pipelines across Oracle, Oracle PeopleSoft, Guidewire, and AWS.

Business Challenges

  • Manual reconciliation across multiple teams was time-consuming, inconsistent, and error-prone.
  • Data quality issues surfaced downstream with no proactive validation at system handoffs.
  • Legacy tools and fragmented scripts could not scale with growing data volumes and complexity.

How We Solved It

  • Automated source-to-target reconciliation across all financial systems and data pipelines.
  • Deployed a unified validation framework replacing manual comparisons and custom scripts.
  • Enabled exception-based production reconciliation with automated financial controls.

Outcomes Delivered

  • 90% reduction in test execution time
  • 2X expansion in line of business coverage
  • 50% reduction in testing team size

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