
Accelerated Legacy ETL Modernization and Databricks Migration for a Fortune 500 Retailer Through AI-First Automation
Case Study
financial reconciliation

As this insurance carrier expanded across 64 lines of business, financial operations struggled to keep pace. Core policy administration, claims, and billing systems operated independently, while financial accounting relied on manual reconciliation to align premiums, losses, commissions, and expenses. Audit findings repeatedly flagged reconciliation gaps, and statutory reporting cycles placed increasing pressure on finance and actuarial teams.
Implemented automated reconciliation across all 64 lines of business.
Established a reusable framework extended to 5+ additional accounting consolidation initiatives.
Month-end close reduced from 10+ days to 3-4 days (65% improvement).
Finance and actuarial team productivity improved by 50%.
Reconciliation errors reduced by 80%.
Statutory annual statement preparation time reduced by 40%.
Audit preparation time reduced by 70%.