The rise of the AI workforce: Enterprises need a new operating model

Enterprise AI is transitioning from simple LLM interactions to complex, multi-agent systems that function as a distributed, autonomous workforce. Because these systems introduce new risks like opaque decision-making and unpredictable costs, organizations require a new layer of observability to monitor agent reasoning and coordination. Dynatrace and Google Cloud are addressing this shift by providing the integrated infrastructure and visibility needed to safely scale and automate these advanced AI operations.