NeuralTrust Agent Monitoring is a platform designed to monitor and secure AI agents throughout their operational lifecycle. The product provides visibility into agent behavior by tracing every prompt, decision, and action taken by autonomous agents. The platform offers real-time alerting capabilities to detect abnormal behavior, external attacks, and security risks. Users can create and manage monitors to identify anomalous events, outliers, and errors as they occur. Alerts can be customized based on specific metrics, monitoring frequency, and notification recipients. The product includes incident remediation features that correlate alerts, metrics, and traces to identify root causes and track remediation tasks. It provides detailed tracing of inputs, outputs, and system calls for each execution to support debugging and explainability. Agent Monitoring tracks agent activities from prompt input through tool execution, providing control over agent behavior and access permissions. The platform maintains auditable logs to support compliance monitoring against regulations including GDPR, HIPAA, and AI Act requirements. The system supports cross-platform monitoring across multiple applications, LLMs, and cloud environments. It includes incident replay functionality to analyze past events, identify vulnerabilities, and enforce guardrails at scale.