Automated Conflict Checking System

Our goal was to build a practical prototype for a real legal operations problem. The result is an explainable conflict-checking app that demonstrates how automation and structured review workflows can improve legal client intake. It is not a replacement for attorney judgment, but rather a helping hand

(use electron to run the app)

If we continued this project, the next steps would be:

• adding a real backend and database
• supporting authentication and role-based access
• importing data from CRM, matter management, and document systems
• generating exportable reports
• adding graph visualization for entity relationships
• improving matching with embeddings or NLP-based similarity models
• packaging the app as a desktop executable for local law-firm use

Built With

• framer-motion
• javascript
• lucidereact
• react
• shadcn/ui
• tailwind-css
• vite