NEXUS: Duplicate-Charge Triage on AMD
NEXUS triages "I was charged twice" complaints for e-commerce support agents: Gemma-4-31B-IT on AMD Token Factory reads the complaint, deterministic policy decides the refund, code writes the reply, and risky cases go to a human queue.