Create credit-risk models without coding

Datrics helps FinTech companies to build and deploy machine learning models without writing code. Analysts and domain experts leverage a drag-n-drop interface to enable self-service analytics.

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Technical capabilities

  • Connect and join your data (historical, demographic, transactional, credit bureau, non-performing loans, device meta-data) from different sources without coding
  • 400+ hours saved yearly for each analyst: Automate and schedule data preparation and reports in a visual way - executable flows
  • Create better models and get encrypted APIs out-of-the box
  • Model versioning, comparison and reports
  • For modeling:
  • - continuous variables binning

    - information value and weight of evidence

    - automatic feature selection and modelling, including gini and roc/auc assessment

    - APIs created out of the box, scheduled deployments

    - application scorecard creation directly from LogReg model

    - custom python code integration and Dask under the hood

Use cases

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