Shoppers forgive a blunt answer. They do not forgive an invented delivery date or a product claim the catalog does not make. E-commerce assistants have to read the order, the catalog, and the policy, and they have to hand the conversation to a person when those sources do not cover the question.

What makes AI work different here

Where we typically start

We start from the order system, the catalog, and the policies a support agent is allowed to apply. The published e-commerce study is an order-aware support chatbot measured on cost per contact.

Services we typically provide

Case studies from this industry

Frequently asked questions

Can it promise a refund?

It can explain the policy and start the flow you have approved. An exception stays with a person.

What stops it inventing a delivery date?

The date comes from the order system. If that field is empty, the assistant says it does not know and routes the chat.

Where does the 71% figure come from?

The published order-support study: an order-aware chatbot cut cost per contact by 71%. The page states that result as that study, not as a guarantee for every store.