Blocmount's AI agent monitors industrial control systems by orchestrating a library of anomaly and threat detection algorithms called 'blocs.' It provides real-time monitoring through on-premise and cloud services, detecting suspicious behaviors caused by faults, failures, configuration errors, and cyber threats. The agent acts as an active monitoring system, offering contextual analysis and alerts. It integrates with various control systems and protocols using an open architecture approach and leverages machine learning to enhance its detection capabilities over time. The solution includes a data analytics pipeline that collects, analyzes, and visualizes data, providing interactive dashboards for operational oversight.