05 Feb 2025 08:34 AM
With over a decade of AI leadership, Dynatrace provides customers with unrivaled insight into their AI-native applications to drive reliability, cost-effectiveness, and compliance. Dynatrace ensures that AI initiatives are predicated on quality data, models, and services that optimally work together.
Staying ahead with Dynatrace AIOps
Dynatarace unveiled recent advancements during Perform, highlighting the capabilities and power of 3rd gen. Combining causal, predictive, and generative AI, the new hyper-modal Davis AI engine delivers detailed insights into issues, including their root cause and impact. This means central teams can now benefit from Dynatrace AI-driven predictive analytics to foresee potential issues before they occur. This means staying ahead of the curve, preventing disruptions, and ensuring seamless operations for enterprises.
Resources:
New Problems app
New Davis anomaly detection app
AI Ops
Blog: Better dashboarding with Dynatrace Davis AI
Davis AI documentation
Davis AI Problems use cases
Comprehensive workflow and resource analysis
Dynatrace allows you to get detailed workflow analysis, resource allocation insights, and execution insights. AI observability provides a comprehensive insight into AI application behavior, data flows, and performance dynamics.
AI observability is a modern, complete approach to understanding how your AI applications behave, how data flows, and how performance changes over time. Dynatrace delivers a unified operational view of your AI-powered cloud applications end-to-end by combining metrics, logs, traces, problem analytics, and root cause information in dashboards and notebooks. Its features include predictive cost management, end-to-end RAG pipeline traceability, EU AI Act compliance tools, and LLM safeguards - covering PII protection, toxicity checks, and hallucination detection. This ensures service health and performance, service quality, compliance, and governance.
Use Dynatrace with Traceloop OpenLLMetry to gain detailed insights into your generative AI stack.
Resources:
Dynatrace introduces new AI Operations for developers - press release
AI Observability to Support Generative AI Initiatives – press release
Hub AI and LLM Observability
Docs AI and LLM Observability
AI and LLM launchpad
AI Observability User Group
Notebooks and Dashboards use cases
Advancing AIOps preventive operations powered by Davis AI – blog
Playground