Dynatrace's AutomationEngine is a low-code/no-code platform designed to streamline workflow automation across hybrid and multicloud environments, allowing IT, development, security, and business teams to manage complex cloud ecosystems more efficiently. By leveraging causal AI and an integrated observability platform, AutomationEngine enables teams to automate tasks such as application performance monitoring, security vulnerability routing, and cloud resource provisioning, reducing manual efforts and improving operational efficiency. The platform's answer-driven automation relies on trustworthy data, provided by Dynatrace's Grail data lakehouse, ensuring accurate problem identification and resolution. Additionally, AutomationEngine enhances tool consolidation, reduces complexity, and supports compliance and data privacy through built-in governance features. Recent enhancements to the Dynatrace platform, announced at Perform 2023, include expanded data lakehouse capabilities, improved user interfaces, and new analytics tools, further empowering teams to derive actionable insights and optimize cloud operations.