Clients benefit from the automated nature of such models helping create scalable, accurate and fast segmentation models. To explain the impact, think of several new products or customers getting added(or removed) from the portfolio, new data points getting added to the database for each of those products and customers across time. Solutions need to be iterative to fit such diverse data point inclusion and changes, especially if we are dealing with scaling the portfolio. This is where modeling solutions would help if they are automated, monitored and prepared to handle the size and change of the portfolio.
