Davis AI is an advanced analytics tool integrated into Dynatrace dashboards that enhances observability, security, and business operations through its anomaly detection and forecasting capabilities. It allows users to activate AI on any numeric time series chart to quickly identify anomalies and predict future trends, thereby optimizing resource allocation and improving decision-making processes. The tool offers three approaches for anomaly detection—Auto-Adaptive Threshold, Seasonal Baseline, and Static Threshold—each suited to different data patterns and requirements. Davis CoPilot further simplifies the process by enabling users to gain insights without the need for complex queries. This AI-driven system is particularly useful across various domains, including application performance management, digital experience management, financial operations, and predictive maintenance, providing instant, real-time visualization and analysis of data. The integration of Davis AI also facilitates automation, as it can trigger actions like disk resizing in response to forecasted demands, ultimately helping businesses maintain efficiency and prevent potential issues.