> For the complete documentation index, see [llms.txt](https://docs.maiagent.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.maiagent.ai/maiagent-user-guide/en/application.md).

# Use Cases

- [Text Customer Service](https://docs.maiagent.ai/maiagent-user-guide/en/application/text.md): Build AI text customer service assistants for external use with knowledge bases and FAQ, connect to websites and messaging platforms, and hand off to human agents when needed
- [Regulation Lookup Assistant](https://docs.maiagent.ai/maiagent-user-guide/en/application/text/lawsearch.md)
- [Product Lookup Assistant](https://docs.maiagent.ai/maiagent-user-guide/en/application/text/productsearch.md)
- [Internal Knowledge Management](https://docs.maiagent.ai/maiagent-user-guide/en/application/km.md): Integrate enterprise internal documents, meeting records, and various data into a knowledge base to build an internal AI knowledge assistant with semantic understanding capabilities
- [Professional Knowledge Management](https://docs.maiagent.ai/maiagent-user-guide/en/application/km/internalkm.md)
- [Meeting Requirement Management](https://docs.maiagent.ai/maiagent-user-guide/en/application/km/meeting.md)
- [Financial Analysis Assistant](https://docs.maiagent.ai/maiagent-user-guide/en/application/km/finance.md)
- [Billing & Expense Assistant](https://docs.maiagent.ai/maiagent-user-guide/en/application/km/billing-assistant.md)
- [Credit Analysis Assistant](https://docs.maiagent.ai/maiagent-user-guide/en/application/km/credit.md)
- [Voice Customer Service](https://docs.maiagent.ai/maiagent-user-guide/en/application/voicecs.md)
- [IVR Customer Service Intent Recognition](https://docs.maiagent.ai/maiagent-user-guide/en/application/voicecs/ivr-intent-recognition.md)
- [Voice Call Summary](https://docs.maiagent.ai/maiagent-user-guide/en/application/voicecs/call-summary.md)
- [Voice Call Quality Inspection](https://docs.maiagent.ai/maiagent-user-guide/en/application/voicecs/call-qa.md)
- [Image & Vision](https://docs.maiagent.ai/maiagent-user-guide/en/application/image-vision.md): Use multimodal AI to recognize invoices, official documents, business cards, ID cards, and other images, directly outputting structured JSON data ready to integrate with business systems
- [Invoice Recognition](https://docs.maiagent.ai/maiagent-user-guide/en/application/image-vision/invoice-recognition.md)
- [Official Document Scanning](https://docs.maiagent.ai/maiagent-user-guide/en/application/image-vision/document-scan.md): Official Document Scanning
- [Business Card Scanning](https://docs.maiagent.ai/maiagent-user-guide/en/application/image-vision/business-card-scan.md)
- [ID Card Recognition](https://docs.maiagent.ai/maiagent-user-guide/en/application/image-vision/id-card-recognition.md): Use multimodal AI to recognize ID cards and other document images, automatically outputting structured JSON data
- [External Data Integration](https://docs.maiagent.ai/maiagent-user-guide/en/application/integrate.md): External Data Integration
- [Agricultural Data Query](https://docs.maiagent.ai/maiagent-user-guide/en/application/integrate/farmingsearch.md)
- [AI Assistant Optimization Consultant](https://docs.maiagent.ai/maiagent-user-guide/en/application/optimizer-assistant.md): Build an AI Assistant Optimization Consultant that automatically diagnoses AI response quality issues and provides adjustment recommendations for prompts and knowledge base documents


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://docs.maiagent.ai/maiagent-user-guide/en/application.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
