Domino Model Monitor (DMM) creates a “single pane of glass” to monitor the performance of all models across your entire organization. You can identify data drift, missing information, and other issues, and take corrective action before bigger problems occur. DMM presents information in an easy-to-understand dashboard that allows all personnel to deeply understand model performance without manual work and reconstruction.
We run models in production where data drift critically impacts the predictions of those models. We need to know what has drifted and by how much. In a data driven organization, the chances of knowing every change to the data, by the business or others in the organization, are practically zero. Having an automated tool to monitor this drift against the training data is very important. Domino Model Monitor will save us significant time previously spent on maintenance and investigation.