The Model Performance Diagnostics are a suite of tools compatible with the EMMIT hosting and integration platform. This standalone application detects data shift and model degradation by comparing the distribution of the real-time data that is fed to the model to the data on which the model was trained.

EMMIT solves a critical problem for predictive analytics in a hospital setting. By providing a hosting solution outside of EHR systems, EMMIT can monitor the flow of data between systems and notify teams of errors or downtime. EMMIT’s usefulness scales with the ability to host and monitor the operation of multiple models simultaneously.