Analytics

The following major activities are covered by our Analytics team:

  • Data analysis, transformation and mapping.
  • Scorecard development.
  • Predictive Modelling and forecasting.
  • Model implementation, calibration and validation.
  • Review and Audit.
  • Applying new concepts in decisioning.
  • Bureaux and credit reference agencies link and analysis.

 

Data integrity

  • Review of the potential data sources.
  • Selection of internal and external data items for modelling and rationale.
  • Review of data adequacy for modelling purposes.
  • Data capture and extraction.
  • Data cleansing.
  • Approach for dealing with incomplete data.
  • Changes to data over time.
  • Assumptions around data.
  • Preparation of data for modelling purposes.