LEARN

Product & pricing information

Customer purchase history

Credit & payment history

Transactional data

External customer data

Transactional data

Real world data

(eg. weather, exchange rates, economy)

Sensor & IoT data

(eg. temperature, foot traffic, facial recognition)

AI AND MACHINE LEARNING

INTERVENTION

INCREASE REVENUE & RETAIN GOOD CUSTOMERS

  • Personalised recommendations
  • Customer segmentation
  • Purchase likelihood
  • Lifetime value analysis
  • Price elasticity

OPTIMISE STOCK HOLDING & DISTRIBUTION

  • Demand forecasting
  • Optimise routing and scheduling
  • Optimise packing and picking

MAXIMIZE CREDIT PROFITS & MINIMISE LOSSES

  • Risk analysis
  • Churn analytics
  • Collection optimisation