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

Confidential engagement

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

Confidential engagement

Confidential engagement · 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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