From Fragmentation to Faster Enterprise Decisions: Unifying Data Across 64 Lines of Business for a Major Insurance Carrier

For this insurance carrier operating across 64 distinct lines of business, scale became a constraint. Each business unit operated with its own policy administration and claims systems, optimized locally but disconnected at the enterprise level. Enterprise-wide questions around underwriting performance, loss ratios, combined ratios, and profitability required extensive manual effort to answer.

Client Challenges and Requirements

• Leadership lacked enterprise-wide visibility — loss ratios, combined ratios, and underwriting profitability could not be viewed consistently across lines of business.
• Manual reconciliation slowed down teams — significant time was spent aligning policy counts, premiums, losses, and expenses, introducing delays and error risk.
• Analytics and reporting were constrained by trust — inconsistent inputs across systems undermined confidence in results, particularly for statutory filings.

Bitwise Solution

• Architected the Helix framework as an enterprise-wide standard for insurance data warehouse modernization, with reusable integration patterns across policy, claims, billing, and commissions.
• Designed the Helix platform as a centralized data warehousing and reporting layer that consolidated data from multiple core systems into a single enterprise view.
• Embedded reconciliation into the data architecture itself — centralized, automated alignment of inputs ensured consistent calculation of loss ratios and combined ratios.