Report

Dynatrace Intelligence: Fuse deterministic and agentic AI for autonomous operations

A 451 Research Market Insight on how Dynatrace is anchoring agentic AI in causal context to help enterprises observe, optimize, and control AI workloads in production.

Agentic AI and LLM-powered applications introduce new failure modes, unpredictable workloads, and heightened pressure to prove ROI. This report explores why enterprises need reliable ways to observe, optimize, and control AI in production—and how Dynatrace Intelligence fuses deterministic AI with agentic capabilities (reasoning, decision-making, and autonomous action within guardrails) to enable autonomous operations.

Key Insights include:

How to observe, optimize & control AI in production
What Dynatrace Intelligence is (deterministic + agentic AI)
How Grail + Smartscape add causal context for trusted automation
How Intelligence Agents speed SRE/DevOps/SecOps work
What’s new across RUM, cloud ops & developer tools
Where Dynatrace stands vs. other observability vendors
Why AI infra spend is rising—and what it means for ops readiness

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