Eve Security provides observability and monitoring capabilities for AI agent interactions across enterprise infrastructure. The platform captures and analyzes AI agent behavior across cloud environments, endpoints, APIs, and network edges. The solution ingests data from multiple sources including cloud infrastructure (VPC flow logs, cloud APIs), SIEM platforms, endpoint security platforms (EPP/EDR), and SASE/ZTNA networks. It provides real-time visibility into agent-to-agent communication, access to sensitive systems and data, and interactions across cloud, APIs, and internal tools. Eve Security uses behavioral analysis to contextualize agent activity, enabling security teams to understand how agents behave across systems, identify operational hotspots and behavioral trends, maintain historical records of agent actions, and review detailed interaction timelines for audit purposes. The platform presents AI agent activity as a dynamic topology that visually maps how agents interact with systems, data, and each other, rather than traditional log streams. This topology-based approach provides security leaders with a unified view of AI agent operations across the organization.