Machine Learning
Challenge:
‘One communication fits all’ approach is falling short of expectations regarding the response rate of online retail customers.
Approach:
Built Machine Learning model to cluster clients according to multiple characteristics (purchasing patterns, frequency of usage, purchasing volume, etc.). Designed customized communication strategy and value offering, unlocking opportunities for targeted commercial offerings.
Result:
Increased customer spending by low two-digit percentage within six months.
