GiniMachine
GiniMachine is a no-code credit scoring platform that builds, validates and deploys machine learning risk models from a lender's own historical loan performance data in seconds to…
Overview
GiniMachine is a no-code credit scoring platform that builds, validates and deploys machine learning risk models from a lender's own historical loan performance data in seconds to minutes, aimed squarely at institutions with no data science team. Built by a fintech product company and integrated with its lending suite, it uses decision tree methods with automated model construction, monitors its own models, and is positioned explicitly against black-box tools as a transparent web application with interface access. It scores applications using alternative data including rental and utility payments, asset ownership and public records to reach thin-file borrowers, lets the lender set its own cut-off and risk tolerance, and extends to collections by prioritizing debtors likely to repay and suggesting the most effective contact method. Coverage spans online, commercial, point-of-sale, auto and card lending alongside small business finance, factoring and leasing.
Details
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