Core competencies

Internationally recognised experts at your service, drawing on the expertise of 140 disciplines from nine faculties of the University of Pretoria.

  • Banking sector compliance, financial regulatory and risk model validation.
  • Business and funding model reviews.
  • Client investment risk profiling.
  • Composition and validation of various indices for credit, regulatory and financial risk applications.
  • Financial modelling.
  • Inclusive banking product and service development.
  • Loyalty programmes and models.
  • Model development including:
    • Equitable cost attribution modelling.
    • Operational risk modelling.
    • Royalty rates distribution model.
    • Tariff review and modelling.
  • Profitability and financial reserve requirements for insurance and related businesses.
  • Quality control on fundamental underpinnings (e.g. IFRS).
  • Short and longer term income statement projections
  • Supervised learning for predictive/propensity applications including churn, cross-sell, fraud, lapse, risk factor identification/profiling and next best options. Techniques include amongst others:
    • Non parametric regression.
    • Mixture of regression models.
    • Random forests.
    • Regularised regression.
  • Unsupervised statistical learning and modelling techniques for application to problems such as market segmentation, latent driver identification and variable selection. The techniques include amongst others:
    • Bayesian network modelling and agent-based stochastic systems.
    • Model based clustering.
    • Cluster based market segmentation
  • Various applications of aforementioned models for system integration and implementation.

Value proposition

Research and advisory services

The ability to provide business-to-business solutions across the full life cycle of services from project conceptualisation to delivery and capacity building using scientific evidence as basis

Specialised services

We draw on the expertise of over 140 disciplines from nine faculties of the University of Pretoria. This enables us to deploy multi-faceted teams that provide customised and innovative solutions


Professional memberships