Skip to content
Shapes

Website and WhatsApp AI assistant

Routine questions answered instantly from approved content, with handover to a person.

How it works · Website and WhatsApp AI assistant

In

  • Website chat
  • WhatsApp
  • Policies
  1. 1

    Understand

    Question and intent identified

    Intent: hours

  2. 2

    Retrieve

    Answer found in approved content

    2 sources

  3. 3

    Reply

    Answer sent, labelled as AI

    Answered

  4. 4

    Hand over

    Complex cases go to a person

    Escalated

    Human checkpoint

Out

  • Support ticket
  • Conversation log
  • Booking request
Website and WhatsApp AI assistant. Inputs: Website chat, WhatsApp, Policies. Steps: Understand, Question and intent identified; Retrieve, Answer found in approved content; Reply, Answer sent, labelled as AI; Hand over, Complex cases go to a person. Outputs: Support ticket, Conversation log, Booking request.

How it works

01

The problem

The same customer questions are answered by hand all day, and missed at night.

Step by step

  1. 01Understand. Question and intent identified.
  2. 02Retrieve. Answer found in approved content.
  3. 03Reply. Answer sent, labelled as AI.
  4. 04Hand over. Complex cases go to a person.Human checkpoint

Tools and control

02

Connects

  • WhatsApp Business
  • OpenAI
  • Qdrant
  • Zendesk

Built on n8n. Equivalent tools can be swapped in.

Human control

A person stays in control at the "Hand over" step. Everything else runs on rules you agree, with every run logged.

Next step

What would you like to improve?

Tell us what is taking too much time, what is difficult to manage, or what you would like your systems to do differently. You do not need a technical specification to start.