Skip to main content

Integration with AI

The Admina API is designed to seamlessly integrate with AI applications. It supports the following AI use cases:
  • Generating API requests through natural language
  • Interpreting API responses in natural language
  • Assisting in constructing complex queries
  • Automatically generating data analysis and insights

Resources for AI Developers

Using API Schema

The Admina API’s OpenAPI schema helps AI models understand the API’s structure and functionality. The schema can be accessed at the following URL:
https://api.itmc.i.moneyforward.com/public-api/docs/v1-json

Building Natural Language Interfaces

You can build interfaces that access Admina’s functionality through natural language using AI. For example:
  • “Tell me about new users added yesterday”
  • “Summarize the status of IT assets”

Code Generation

You can use AI to generate API request code from natural language instructions:
  1. Describe instructions in natural language
  2. Have AI identify the appropriate API endpoint and parameters
  3. Generate executable code

Best Practices

Security

  • Do not pass API keys directly to AI
  • Perform security reviews of AI-generated code
  • Avoid creating API keys with unnecessary permissions

Error Handling

  • Implement appropriate error handling even for API requests generated by AI
  • Control request frequency considering API rate limits

Data Privacy

  • Be careful when passing confidential data to AI tools
  • Take appropriate protective measures when handling personal information or confidential data

Sample Use Cases

Report Generation

Use AI to automatically generate periodic reports:
# AI instruction: "Create this month's user activity report"
# AI calls the API to collect data and generates a natural language report

Anomaly Detection

Use AI to detect abnormal API usage patterns:
# AI instruction: "Detect abnormal activity from logs in the past week"
# AI retrieves log data from the API and analyzes it

Support

If you have questions or problems with integration with AI, please contact the support team.
Last modified on April 22, 2026