WorkArafion
Delivered·Dashboards & intelligence ·SaaS & software·usa-east

Insurance Claims Intelligence & Subrogation Platform

Insurance claims intelligence platform for carriers and adjusters, automating fraud detection, claim severity estimation, subrogation opportunity identification, and liability assessment using historical claims data and ML models.

Next.jsTypeScriptPython/scikit-learn for predictive modelsSupabase for historical claims storageVector embeddings for claim similarity matchingReal-time claim intake APIs

Insurance Claims Intelligence & Subrogation Platform

Insurance Claims Intelligence & Subrogation Platform · usa-east

What we built

01Claims fraud scoring using behavioral patterns and anomalies
02Severity prediction (expected total loss estimation)
03Subrogation opportunity identification and ranking
04Liability assessment and third-party identification
05Repair cost benchmarking by type/location
06Claim routing optimization (internal vs. external adjuster)
07Historical claims search and similar case matching
08Settlement recommendations based on comparable claims

Technical stack

Next.jsTypeScriptPython/scikit-learn for predictive modelsSupabase for historical claims storageVector embeddings for claim similarity matchingReal-time claim intake APIsExplainable AI for fraud scoringIntegration with adjuster workflows

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