---
title: "Building AI Customer Support Platform using OpenClaw"  
description: "this blog is to provide the prompts which I used to create a AI Customer Support Platform."  
author: "Yash Srivastava"  
published: 2026-07-02  
updated: 2026-07-02  
canonical: https://answers.mindstick.com/blog/472/building-ai-customer-support-platform-using-openclaw  
category: "technology"  
tags: ["openclaw", "ai model", "automation", "artificial intelligence"]  
reading_time: 4 minutes  

---

# Building AI Customer Support Platform using OpenClaw

## Our Goal Is to:

Build an AI Customer Support System using OpenClaw that can:

- Answer customer questions
- Search company knowledge
- Create support tickets
- Classify issues
- Escalate to humans
- Send email confirmations
- Track ticket status
- Generate reports

## Final Architecture

```plaintext
Customer
↓
Website / Telegram / WhatsApp
↓
OpenClaw Gateway
↓
Customer Support Agent
↓
Knowledge Base
↓
Skills
↓
Tools
↓
Ticket Database
↓
Human Agent
↓
Customer
```

## Phase 1 — Planning

Before touching OpenClaw, understand the business.

### Prompt 1

```plaintext
Act as a Senior Customer Support Manager.
I want to build an AI Customer Support System for a software company.  Help me understand how a real customer support department works.

Explain:
• Customer journey
• Types of support tickets
• Support workflow
• SLA
• Priority levels
• Escalation
• Team roles
Do not explain AI.  Explain only how a real support team works.
```

### Prompt 2

```plaintext
Now create a complete workflow for a software company's customer support department.
Start from: Customer sends a message
End at: Issue resolved
Include every step in between.  Output it as a flowchart.
```

## Phase 2 — Business Analysis

Now understand what can be automated.

## Prompt

```plaintext
You are a Business Process Consultant.  Analyze this customer support workflow.
For every step tell me:
1. Can AI automate it?
2. Should AI automate it?
3. Should a human approve it?
4. Which software is involved?
Output everything in a table.
```

## Phase 3 — Requirements

## Prompt

```plaintext
Act as a Senior Software Architect.  Design the complete requirements document for an AI Customer Support System.
Include:
Functional Requirements, Non Functional Requirements, User Roles, Features, Limitations, Future Scope and Generate a professional Software Requirement Specification.
```

## Phase 4 — Database Design

## Prompt

```plaintext
Design the database schema for an AI Customer Support System.
Include:
Users, Tickets, Messages, Attachments, Categories, Departments, Agents, Status, Priority, Escalations, Knowledge Base and Provide SQL tables and explain relationships.
```

## Phase 5 — AI Planning

## Prompt

```plaintext
You are an AI Solutions Architect.  I am using OpenClaw. Design the AI architecture.
Include:
Gateway, Workspace, Skills, Memory, Knowledge, Tools, Agent, Providers, Channels and Explain why each component exists.
```

## Phase 6 — Skills

Now decide what Skills you'll need.

## Prompt

```plaintext
Act as an OpenClaw Expert.

List every Skill needed for an AI Customer Support System.

For each Skill explain:

Purpose

Inputs

Outputs

Example

Priority

Dependencies
```

Expected Skills:

- Ticket Classifier
- FAQ Skill
- Knowledge Search
- Email Writer
- Escalation Skill
- Bug Report Skill
- Refund Assistant
- Billing Assistant
- Technical Support
- Ticket Summary

## Phase 7 — Knowledge Base

Prompt

```plaintext
Help me design a Knowledge Base for a software company.

Organize documents into categories.

Explain how OpenClaw should search the knowledge.

Suggest folder structures.
```

## Phase 8 — Conversation Design

Prompt

```plaintext
Design professional conversations for an AI Customer Support Agent.

Create conversations for:

Greeting

Angry customer

Refund

Technical issue

Billing issue

Feature request

Escalation

Closing ticket
```

## Phase 9 — OpenClaw Workspace

Prompt

```plaintext
Design the ideal OpenClaw workspace for this project.

Show every folder.

Explain what belongs inside each folder.

Use a tree diagram.
```

## Phase 10 — Build

Now finally start coding.

Build in this order:

```plaintext
OpenClaw
↓
Gateway
↓
Workspace
↓
Knowledge
↓
Skills
↓
Database
↓
Website
↓
Authentication
↓
Dashboard
↓
Chat
↓
Email
↓
Reports
```

## Phase 11 — Testing

Prompt

```plaintext
Generate 200 customer support test cases.

Include:

Normal

Edge cases

Angry users

Spam

Duplicate tickets

Billing

Refunds

Technical issues

Feature requests

Security

Expected outputs.
```

## Phase 12 — Deployment

Prompt

```plaintext
I want to deploy this project.

Explain:

Docker

Reverse Proxy

HTTPS

Domain

Backups

Monitoring

Logs

Scaling

Security

CI/CD
```

## Phase 13 — Business Model

Prompt

```plaintext
Act as a SaaS Founder.

How can I turn this AI Customer Support System into a business?

Include:

Pricing

Plans

Revenue

Marketing

Customer Acquisition

Sales Funnel

Scaling

Recurring Revenue
```

---

Original Source: https://answers.mindstick.com/blog/472/building-ai-customer-support-platform-using-openclaw

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