Educational support organizations face mounting complexity as schools, students, and families demand more. Modern schools require immediate, AI‑powered responses spanning learning platforms, student information systems, hardware, and operational processes. Yet most teams remain trapped in disconnected tools, reactive escalation paths, and fragile workflows that collapse under everyday pressure. Our approach bridges this divide through a distinct architecture: AI‑enhanced “cyborg” agents positioned at the heart of a functioning educational environment. In this position, you will define how the system evolves. Each resolution refines future automation capabilities, each root‑cause investigation shapes process and policy decisions, and each unusual scenario you decode strengthens outcomes for thousands of learners and teaching staff. This is direct, production‑level problem resolution within a service context. You will investigate unclear, multi‑party failures spanning educational applica...