Platform components include infrastructure monitoring, applications and microservices monitoring, log management and analytics, application security, digital experience, business observability, AI observability, and cloud automation.
OneAgent: Automated data collection
SmartScape: Continuously updated topology mapping
PurePath: Code-level distributed tracing
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AppEngine: Low-code app development for observability/security/business data
AutomationEngine: Automated DevOps workflows
Grail data lakehouse: Indexless, schema-on-read storage for analytics with DQL query language
Dynatrace Intelligence: Causal AI, predictive analytics, generative AI for root-cause analysis and AI observability predictive analytics, and generative AI.
The platform includes the Dynatrace Hub for publishing specific observability applications and integrations with more than 900 technologies including AWS, Docker, Java, and Prometheus.
In October 2022, Dynatrace introduced Grail, a data lakehouse that underpins the platform's log management and analytics capabilities, allowing logs to be stored and queried alongside metrics and traces.
Dynatrace also offers AI observability for monitoring LLMs and AI agents in production. In August 2026, the company announced it would acquire Arize, developer of the Arize AX platform for evaluating LLM applications, to expand these capabilities.
Dynatrace provides multicloud observability to both SaaS and managed service deployment models, in partnership with service providers including Amazon Web Services, Microsoft Azure, and Google Cloud Platform.