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Solution showcase Knowledge Assistants

Customer FAQ Knowledge Bot

Answers customer questions from product and policy documents, around the clock.

All industries · Customer Service

Illustrative example build, not a client case study.

The challenge

Service teams spend most of their time answering the same questions about products, prices and policies.

Technology

  • Gemini / OpenAI API
  • Website / WhatsApp
  • SharePoint
  • n8n
How it works
  1. 1

    Prepare the knowledge

    Product sheets, policies and FAQs are cleaned and organised.

  2. 2

    Build the bot

    The assistant answers only from approved content and shows where the answer came from.

  3. 3

    Hand over to people

    Complex or sensitive questions are passed to an agent with the conversation history.

  4. 4

    Improve weekly

    Unanswered questions are reviewed and the knowledge is updated.

Designed to deliver

  • Instant answers to common questions
  • Agents freed for complex cases
  • Consistent, accurate information

Insurance · Learning & Development

Agent training assistant

An assistant answers product questions, role-plays customer conversations and quizzes agents on what they have learned.

Banking & Financial Services · Customer Service

Complaint resolution assistant

An assistant suggests the resolution and customer reply based on policies, product terms and similar past complaints.

Telecom & Technology · IT

IT helpdesk assistant

A Microsoft Teams assistant resolves common IT questions and logs tickets for the rest.

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