Trust3 AI Introduces AgentDOS for Enterprise AI Agent Observability

Trust3 AI has introduced AgentDOS, a control plane designed to give enterprises complete visibility into AI agents and their operations, announced in a press release. The platform monitors token consumption, data access, and agent behavior across environments including Databricks Agent Bricks and Microsoft Copilot Studio.

AgentDOS provides policy based token observability so organizations can track and control AI usage in real time. It allows teams to detect when agents operate outside approved boundaries, monitor costs, and identify access to regulated data. The system integrates telemetry from sources such as Databricks Zerobus and Apache Kafka into a unified console.

Each agent action is captured with identity, purpose, and data lineage details, enabling governance and compliance teams to enforce policies as activities occur. The platform extends Trust3 AI's One Control Plane architecture, combining governance, security, and observability across different agent frameworks, clouds, and data environments.

A healthcare provider using AgentDOS identified agents accessing patient data without proper authorization and detected early signs of budget overruns through token monitoring. The deployment reduced audit preparation time and improved oversight of protected health information.