With the same data integration and just a few predictive queries, turbocharge your efforts to acquire new customers while dramatically cutting acquisition costs.
Kumo makes it easy to define the ML task using a simple, declarative language, and then uses AutoML to execute a highly optimized and fully tuned model. Build the query and predict the future!
Structure your problem using a simple query to understand the lifetime value of users in terms of future purchases:
Predict 30-day lifetime value across each user:
PREDICT SUM(Sales.Price, 0, 30) FOR EACH Users.ID
Predict 30-day lifetime value across only the 3-month active users:
PREDICT SUM(Sales.Price, 0, 30)FOR EACH Users.ID WHERE COUNT(Sessions, -90, 0) > 0
Predict 30-day LTV across 3-month active users, assuming they get a coupon this week:
PREDICT SUM(Sales.Price, 0, 30)FOR EACH Users.ID WHERE COUNT(Sessions, -90, 0) > 0ASSUMING COUNT(Coupons, 0, 7) > 0
Unleash the predictive power of your enterprise data