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As enterprises deploy increasing numbers of autonomous AI agents, a new monitoring challenge has emerged around tracking and managing their behavior at scale. Observability software providers Datadog and Dynatrace are positioning themselves to capture this emerging market opportunity. The development highlights how the rise of agentic AI is creating downstream demand for new categories of enterprise software, with investors watching which vendors can establish an early lead in AI agent oversight tools.