Launch of 'majikaruAI': An AI Agent Tool Enabling Non-Engineers to Perform PoC and System Development via Natural Language
karufuka Inc. has launched 'majikaruAI', an AI development support service that allows non-engineers to create prototypes for web applications and business systems using natural language instructions.
📋 Article Processing Timeline
- 📰 Published: May 21, 2026 at 23:25
- 🔍 Collected: May 21, 2026 at 15:01
- 🤖 AI Analyzed: May 21, 2026 at 15:04 (2 min after Collected)
karufuka Inc. has released 'majikaruAI', an AI development support service that enables non-engineers to build prototypes for web applications and business systems using natural language.
'majikaruAI' is designed for companies exploring PoC (Proof of Concept) launches, new business initiatives, in-house system development, or the integration of AI features into existing systems. By inputting the requirements for business applications or management screens via natural language, the AI agent generates initial designs for UI, screen transitions, data structures, and backend processing, assisting in requirement organization and prototyping before full-scale development.
karufuka Inc. continues to support subsequent processes, including production deployment, hosting, integration with existing systems, and further development.
## Key Features
1. Natural Language UI/Screen Generation: Generates prototypes for list views, detailed views, registration forms, and management screens based on natural language inputs.
2. Design Support for DB and Backend: Organizes not only screens but also necessary data fields and processing flows, allowing consideration of structures for business apps like CRM, project management, and approval flows.
3. AI-Driven Revisions and Improvements: Users can refine generated screens or functional plans through natural language feedback, such as requesting a simpler UI or adding specific management views.
4. Prototyping Apps with AI Features: Supports creating app prototypes incorporating LLMs for tasks like customer support, text summarization, search assistance, and data entry support.
5. Full Support for Deployment and Integration:karufuka Inc. assists with production deployment, hosting, domain configuration, existing system integration, and additional development based on the prototype.
## Intended Use Cases
- Launching New Businesses/PoC: Rapidly visualize ideas for services or apps to support internal discussions or customer interviews.
- In-house Tool Development: Useful for initial design when migrating Excel or manual management tasks to web applications.
- Adding AI Features to Existing Systems: Create mock-ups to test AI integration such as search, summarization, or entry support.
- Requirement Organization Before Outsourcing: Improve the accuracy of initial meetings and reduce misunderstandings when working with development firms.
The company plans to enhance AI agent functions, expand business templates, facilitate external service integration, and strengthen production deployment support in the future.
'majikaruAI' is designed for companies exploring PoC (Proof of Concept) launches, new business initiatives, in-house system development, or the integration of AI features into existing systems. By inputting the requirements for business applications or management screens via natural language, the AI agent generates initial designs for UI, screen transitions, data structures, and backend processing, assisting in requirement organization and prototyping before full-scale development.
karufuka Inc. continues to support subsequent processes, including production deployment, hosting, integration with existing systems, and further development.
## Key Features
1. Natural Language UI/Screen Generation: Generates prototypes for list views, detailed views, registration forms, and management screens based on natural language inputs.
2. Design Support for DB and Backend: Organizes not only screens but also necessary data fields and processing flows, allowing consideration of structures for business apps like CRM, project management, and approval flows.
3. AI-Driven Revisions and Improvements: Users can refine generated screens or functional plans through natural language feedback, such as requesting a simpler UI or adding specific management views.
4. Prototyping Apps with AI Features: Supports creating app prototypes incorporating LLMs for tasks like customer support, text summarization, search assistance, and data entry support.
5. Full Support for Deployment and Integration:karufuka Inc. assists with production deployment, hosting, domain configuration, existing system integration, and additional development based on the prototype.
## Intended Use Cases
- Launching New Businesses/PoC: Rapidly visualize ideas for services or apps to support internal discussions or customer interviews.
- In-house Tool Development: Useful for initial design when migrating Excel or manual management tasks to web applications.
- Adding AI Features to Existing Systems: Create mock-ups to test AI integration such as search, summarization, or entry support.
- Requirement Organization Before Outsourcing: Improve the accuracy of initial meetings and reduce misunderstandings when working with development firms.
The company plans to enhance AI agent functions, expand business templates, facilitate external service integration, and strengthen production deployment support in the future.
FAQ
What can I do with majikaruAI?
You can generate initial designs including UI, database, and backend structure by simply describing your business application in natural language.
Who is this tool for?
It is designed for non-engineers, particularly for enterprise users looking to streamline PoC and internal tool development.
Who handles the actual production development?
karufuka Inc. provides support for production deployment, system integration, and further development based on your prototype.