For the re-launch of their mobile app, this bank wanted to be able to predict when retail account balances are likely to go below a certain threshold. This would allow to alert customers who are likely to overdraft their account before they incur late fees.
Experiment with new algorithms and frameworks, and think about where those will fundamentally change business in the near term.
Transform tax and compliance advice at one point in time to continuously up-to-date guidance.
Analyze mobile data usage patterns to advise customers on how to lower their subscription costs. Segment customers, find those who are about to churn and the potential reasons why, and also estimate the time to churn to see if intervention is possible.