Production Models Arthur Platform Organization Operations Models • Better model performance ($$$) • Faster incident resolution Application 1 Arthur • Continuous Accuracy • Data Drift Data Science Models • Prediction Stability • Feedback on model • Explanations at Scale design • Fairness Analytics • Tools to debug production issues Application 2 • Audit Logging • Anomaly Detection Compliance • Alerting Models • Oversight • Auditability Available On-prem, Private Cloud, Public • Explainability Application 3 Cloud, or SaaS • Fairness Deploying Arthur is similar to application and infrastructure monitoring solutions: an agent gets deployed with your models and sends telemetry data back to the central platform for analysis. Data is available both via API for programmatic consumption and interactively through our user Interface.