How Analytics Is Changing Insurance Subrogation and Claims Recovery

Insurance carriers are under constant pressure to improve claims outcomes while controlling operating costs. One area that can have a significant impact on both is subrogation.

Traditionally, subrogation can involve large volumes of claims, manual investigation, negotiations, arbitration and coordination with multiple vendors. The challenge is not simply identifying that a recovery opportunity exists. Carriers also need to determine which files have the highest probability of recovery and what action should be taken next.

This is where analytics can play an important role.

Moving from Reactive to Analytics-Driven Recovery

An analytics-driven approach allows insurers to evaluate claims earlier in the lifecycle and prioritize opportunities based on recovery potential. Instead of treating every file in the same way, insurers can use data to support triage, decision-making and recovery strategies.

EXL’s Subrosource platform, for example, embeds analytics throughout the subrogation lifecycle. Files can be scored for recovery probability and triaged toward recommended recovery paths.

This approach can help recovery teams focus their resources on opportunities that are more likely to generate value.

According to information published by EXL, Subrosource has reported a 10% recovery improvement, 30% productivity gains and 25% cycle-time improvement. The platform processes approximately $1.5 billion annually, connects with more than 300 vendors, attorneys and carriers, and supports more than 30,000 arbitrations annually.

Subrogation Is Part of the Larger Claims Lifecycle

Subrogation should not be viewed as an isolated activity at the end of claims processing. Decisions made earlier in the claims lifecycle can influence the quality and speed of potential recovery.

This makes integration between claims management, analytics and recovery processes increasingly important.

Modern **insurance claims management** approaches can help insurers connect activities from first notice of loss through investigation, evaluation, litigation, resolution and subrogation.

Beyond Subrogation: Managing the Recovery Ecosystem

Effective recovery also requires coordination across multiple participants. Vendors, attorneys, carriers, adjusters and policyholders may all play a role in the process.

An analytics-driven recovery ecosystem can help insurers manage these interactions more efficiently while allowing internal teams to concentrate on higher-value opportunities.

EXL’s Subrosource offering includes capabilities spanning subrogation, arbitration, vendor management and property clearinghouse activities. Its modular approach also allows carriers to use selected components rather than necessarily outsourcing the entire recovery process.

The broader lesson for insurers is clear: improving recovery is not simply about increasing the number of files processed. It is about identifying the right opportunities, applying the right recovery strategy and using analytics to make better decisions throughout the lifecycle.