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subrogation

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api-evangelist / cozen-oconnor

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Cozen O'Connor is a full-service U.S. law firm founded in 1970 and headquartered in Philadelphia, with more than 1,000 attorneys across 33+ offices in the United States, Canada, and the United Kingdom.

real-estate law professional-services lobbying intellectual-property litigation thought-leadership apis-json law-firm public-strategies corporate-law subrogation legal-services government-affairs am-law-100 labor-and-employment insurance-law
  • Updated Aug 4, 2026

api-evangelist / machinify

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Machinify is an AI-powered healthcare payment integrity platform that streamlines and automates payment processes for health plans. Its products - Coordinate (claims coordination), Subrogate (subrogation management), Audit (payment audit), Pay (payment processing), and Pharmacy (pharmacy payment integrity) - run on a unified data layer that…

company artificial-intelligence healthcare health-insurance pharmacy claims apis-json subrogation payment-integrity
  • Updated Aug 4, 2026

SmritiGoyal / subrogation-risk-prediction

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Auto insurance subrogation classification with 14-model comparison + 7-ensemble bake-off. Stratified 5-fold CV F1 = 0.60 (Tree Super Stack). 18k claims, leakage-disciplined cross-validation, SMOTE + precision-recall threshold tuning. 6th of 44 teams in Travelers academic competition.

python machine-learning insurance xgboost classification lightgbm ensemble-learning stacking smote imbalanced-learning catboost imbalanced-classification subrogation
  • Updated Jun 9, 2026
  • Python

api-evangelist / tractable

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Tractable is a London-headquartered artificial intelligence company founded in 2014 by Alexandre Dalyac, Razvan Ranca, and Adrien Cohen that applies computer vision and deep learning to automate visual damage assessment for auto and property insurance claims.

computer-vision deep-learning insurance artificial-intelligence fleet-management underwriting claims salvage insurtech apis-json damage-assessment vehicle-inspection fnol subrogation property-insurance auto-insurance
  • Updated Aug 4, 2026

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