The core philosophy of this build is simple: the goal was not to automate human judgment. Instead, it was to automate the repetitive administrative work surrounding it—such as intake forms, intelligent routing, scheduling, confirmation notifications, and exception detection—while instantly escalating complex cases that require human empathy and judgment to Human Review.