ComplaintGuard

Why this complaint escalated — and the earliest point it could have been stopped

You talk to the agent. ComplaintGuard watches the agent.

The agent on the other end is a model given a front-line agent's constraints — a year on the job, no policy manual open in front of it, no authority over a refund above $200, and no view of what another team does with a case once it leaves. Nothing tells it to make mistakes. What it does is what that person does.

The ComplaintGuard panel is the submission — it reads the call as it happens, checks what the agent said against the written policy, and stops the call when a human needs to take it. Observe.AI scores a finished call; CallMiner aggregates a quarter of them. Neither interrupts one in progress.

The room is closed

The live room is switched off right now. It is opened for judging and while we are testing, because every turn spends transcription and speech credits. Everything else works and shows the same pipeline: paste a transcript, or open any of the twelve prepared cases.