Evidently AI is an ideal data monitoring platform that provides smart tools to evaluate and monitor models in real time. With an intuitive visual display, it helps compare and contrast statistics from the past and present and make a list of the most pressing problems to fix. Evidently AI also provides deeper insights into drifting values and model predictions over time to highlight discrepancies in the data. Additionally, it helps detect faulty or missing values, recognize correlations and statistical features, and summarize model quality with a single command.