The Rise of ML Ops: Why Model Performance Monitoring Could Be the Next Billion-Dollar Industry Data-driven software is the future. This shift is bringing about a new category of tools—what we call model performance monitoring (MPM). As we dig into the model performance monitoring market we’ve been asking ourselves: what can we learn from the evolution of application monitoring that might apply to