The support desk that stopped getting the small things wrong

The desk had a quiet problem nobody wanted to name: small mistakes. Wrong SKU on the confirmation. Wrong promise date on the callback. The right customer, the wrong contact. None of it was malice — all of it was a tired human doing a lookup at four in the afternoon.

What changed

The AI took the repetitive half. The order history, the previous promise, the last contact — all of it surfaced before the rep started typing. By the second month, the wrong-SKU rate had fallen by more than half, and reps said the work felt less heavy.

What stayed the same

The phone. The LINE OA. The ticketing tool. Nothing on the customer-facing side moved. The rep still picked up the call. The AI just stopped asking them to remember six things at once.

What we left out

A bot that answers customers directly. The team asked; we declined. A support conversation is judgement work. The AI takes the repetitive load off the human; the human keeps the relationship.