Dynamic forms, driven by AI instead of endless hardcoded rules
This demo explores a simple idea: in many business applications, especially in insurance, a large part of the codebase is a domain document translated into fields, visibility rules, validations, and generated documents.
Instead of manually maintaining long if/else chains, this application uses AI to generate relevant questions, validate each step with context, and produce a final report or contract PDF.
Access Notice
Access to the AI Form application is restricted. Running OpenAI-powered features has a cost, so the demo is not publicly open to everyone.
If you would like access, please use the contact page.
1. Context In
The demo starts from a short business description instead of a rigid full form definition.
2. Smart Questions
AI generates relevant questions dynamically, based on the current case and previous answers.
3. Intelligent Validation
Each step is validated with context-aware checks and clearer feedback than classic static forms.
4. PDF Output
At the end, the application can generate a final report or contract document as a PDF.
Why This Idea Matters
In many enterprise projects, forms are not really UI work. They are business rules and decision trees disguised as front-end code.
This proof of concept explores whether AI can take over part of that translation layer: turning business intent into interactive questions, validations, and documents with less manual effort.
It is not presented as a finished product, but as a serious technical exploration of what future business applications could look like.
Tech Note
This application was intentionally built with Java and Spring as a personal technical exercise. My professional background is primarily in C# and .NET, but I enjoy exploring ecosystems, building side projects, and learning through real ideas.