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Use case

AI customer support on WhatsApp that knows when to call you

Most customer questions have an answer somewhere in your policies. This system answers from your own information at any hour, says so when it does not know, and hands anything unusual to a person. It is in pilot for businesses that support customers on WhatsApp.

What this looks like today

You answer the same questions every day: return windows, shipping times, sizes, opening hours. Each one takes a minute, and together they take the day.

At night, messages wait. And when a question is not routine, like a damaged order or an angry customer, it is mixed in with all the easy ones, so it can sit longer than it should. Nobody notices which questions keep coming back, so the same gaps stay open week after week.

How the system handles it

  1. 01

    A customer asks

    A question arrives on WhatsApp, day or night.

  2. 02

    It answers from your own policy

    The answer comes from your documents, policies and past answers. For example, a question about returning worn shoes is answered from your return policy, with the source shown.

  3. 03

    It says so instead of guessing

    If your information does not cover the question, the system does not make up an answer.

  4. 04

    Unusual cases come to you

    Refunds, complaints and anything out of the ordinary go to your team with the full conversation, so the customer never repeats themselves.

  5. 05

    Your answer becomes knowledge

    Every conversation is logged. Answers your team writes for edge cases are added to the knowledge base, with your approval.

  6. 06

    Weekly insights

    Each week you see the top questions, gaps in your knowledge base and what customers keep asking for.

What you approve

  • Refunds. They always go to a person, who sees the whole conversation before deciding.
  • Complaints and anything unusual, handed over with the full conversation so the customer does not have to explain twice.
  • Where the line sits. You decide which topics it answers alone and which always come to you, and you can move that line later.
  • New knowledge. An answer your team wrote is only reused once you approve it.

What it connects to

  • WhatsApp Business
  • Google Drive or Notion
  • Your helpdesk
  • Slack

Questions

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