Starseer AI Detection & Response

Starseer AI Detection & Response is a runtime security product for AI models and agents. It monitors behavioral baselines built from model activations and decision-to-action chains rather than output text, and fires detections when an agent's internal state or intended action deviates from an approved baseline. The product targets failure modes that leave no conventional endpoint trace, including compromised agents via prompt injection or tool abuse, behavioral drift, runtime model substitution or weight tampering, shadow AI running without security review, and covert capability use. Detection rules are written as YARA-X and mapped to MITRE ATLAS, versioned and validated in CI as detections-as-code. Upon detection, the system can throttle or isolate an agent session in milliseconds and preserves prompt lineage from origin to final input. It assembles a case file that combines the prompt, tool calls, and application trace on a single timeline for analyst investigation. Findings are forwarded as OpenTelemetry traces, SIEM-ready logs, and API alerts to SOAR for response, and the system supports cloud, edge, and air-gapped deployments including autonomous systems such as drones, robotics, manufacturing automation, and medical devices. It is designed to work alongside Starseer's Model Vulnerability Scan (which establishes the approved baseline) and Starseer's AI Gateway product.