Propensity to renew

Mazda has an active business in financial services offering leasing and financial loans to end-customers. Mazda asked element61 to help assess the feasibility and set-up of a propensity model to predict renewal for existing customers. Using CRM, behavioural and marketing data, element61 ran a series of data discoveries leading up to the development of a Machine Learning model ran in Azure Cloud