AI & ML News

Dynatrace Expands Davis AI to Deliver Hypermodal AI


The industry’s leading AI to boost productivity across teams with automatic, customer-specific recommendations for business, development, security, and operational tasks 

“Generative AI is already proving to be useful in broadening the accessibility of operations insights to new personas and speeding workflows for users of observability solutions,”


 Dynatrace is expanding its Davis AI engine to create the hypermodal AI, converging fact-based, predictive- and causal-AI insights with new generative-AI capabilities. This is expected to boost productivity across business, development, security, and operations teams by delivering generative-AI recommendations fuelled by precise context from predictive- and causal-AI techniques that reflect the unique attributes of each organization’s hybrid and multicloud ecosystem. It will also simplify and accelerate tasks, such as creating automations and dashboards, to enable people to focus on higher-value activities for faster, better, and more secure innovation. 

AI is transforming business. Generative AI has the potential to boost productivity across all functions. As it is probabilistic by nature, its value depends on the quality of its training data and user prompts. Because of this, the power of generative AI can be greatly amplified by converging it with predictive and causal intelligence to create a single, hypermodal AI with each type of AI within it excelling in specific capabilities. 

Dynatrace Davis AI uniquely provides these capabilities. 

  • Davis predictive-AI models and dynamic machine learning anticipate future behavior based on past data and observed patterns. This capability allows customers to anticipate and remediate future needs and issues related to the performance and security of their software. 
  • Davis causal AI analyzes real-time and context-rich observability, security, and business data within the Grail™ data lakehouse and causal dependencies from Smartscape® topology to provide the precise answers and intelligent automation that are necessary for issue prevention, deterministic root-cause analysis, and automated risk remediation. 
  • Davis CoPilot™ generative AI works with Dynatrace® predictive and causal AI to automatically provide recommendations, create suggested workflows and dashboards, or let people use natural language to explore, solve, and complete tasks.  

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