Pattern recognition algorithms identify suspicious claims by analyzing relationships between data points that manual reviews might miss. The insurance claims software equipped with recognition algorithms spots potential fraud before payments occur, protecting both insurers and honest policyholders from fraudulent activity. Predictive analytics also help TPAs identify claims that may require additional investigation or specialized handling. Early identification of complex cases enables proper resource allocation and prevents delays in straightforward claim processing.