Dynatrace is a platform designed to assist Operations, SRE, and DevOps teams in maintaining high software quality, security, and reliability, allowing organizations to innovate and scale with confidence. By integrating Davis® AI, the platform offers predictive analytics and automated workflows that simplify issue detection and resolution, reduce mean time to repair (MTTR), and enable proactive incident prevention. As software deployment becomes more complex, Dynatrace provides AI-driven exploratory analytics to help organizations quickly identify issues, streamline remediation processes, and implement preventive operations. The platform's dashboards, powered by Grail™ data lakehouse and Davis® AI, offer a comprehensive view of data, integrating health and problem-related information seamlessly. The Problems app provides AI-assisted problem analysis, which, according to IDC, can reduce MTTR for critical incidents by 56%. Additionally, Dynatrace utilizes generative AI through Davis CoPilot to offer insights into root causes and automate remediation via simple workflows, enhancing operational efficiency. By adopting preventive operations, Dynatrace can anticipate and prevent critical situations before they occur, ensuring smooth and uninterrupted user experiences.