Agent-AIX is a real-time autonomous intelligence infrastructure platform. The system processes and structures large-scale public and operational signals into actionable intelligence through event-driven AI agents and human-in-the-loop validation workflows for situational awareness, cyber resilience monitoring, and decision support.