In this post, we introduce a method we call CUPAC (Control Using Predictions As Covariates) that we successfully deployed to reduce extraneous noise in online controlled experiments, thereby accelerating our experimental velocity.
Rapid experimentation is essential to helping DoorDash push key performance metrics forward.