AI-Powered Judicial Case Management System is developed to digitalize and streamline core court operations. It provides role-based dashboards for judges, lawyers, and citizens — enabling transparent case filing, secure evidence handling, and AI-driven legal insights.
The platform allows citizens to file and track cases online, lawyers to manage case proceedings, and judges to review, analyze, and issue case decisions — all within a secure, centralized environment.
Built with a custom-trained ML model for case prediction, and supported by Gemini API for scalable AI reasoning and fallback inference.
🔗 Frontend: yet to be deployed
- Citizen Portal: File new cases, view progress, and access AI-based summaries and predictions.
- Judge Portal: Access consolidated case summaries, review AI recommendations, and issue judgments.
- Secure JWT-based authentication.
- Passwords are hashed using bcrypt.
- File and track cases online with automatic case ID generation.
- View filer, defendant, assigned judge, case type, and progress.
- Judges can update hearings, mark verdicts, and close cases.
- Fully integrated with AI and evidence data for end-to-end transparency.
- Upload documents, images, and PDFs securely to Cloudinary.
- Linked to uploader identity and case ID.
- View all case evidence in an organized, downloadable grid view.
The AI engine combines a custom machine learning model (for in-house predictions) with the Gemini API (for advanced reasoning and scalability).
Each case is processed into structured insights, including:
- AI Summary – Concise, neutral summary of case facts.
- Prediction (Outcome + Confidence) – Forecasted decision and probability score.
- Judge-Style Reasoning – Formal paragraph justifying the prediction.
- Key Evidence Points – 3–6 crucial facts influencing the outcome.
- Relevant Legal Sections (IPC Codes) – Predicted legal codes with confidence levels.
- AI-powered case summary view with detailed reasoning and prediction.
- Case filtering based on verdict stage or AI confidence.
- Judges can override AI suggestions and record their verdicts.
- AI reliability comparison with actual outcomes.
- Overall court analytics: case count, active cases, resolved cases.
- Case type trends and AI confidence distribution.
- AI accuracy tracking and trend analysis for judges.
- About Page: Explains system purpose, digital transformation vision, and court working hours.
- Privacy Policy: Outlines data encryption, confidentiality, and AI ethics.
- React.js
- React Router
- Axios
- Bootstrap
- Node.js + Express.js
- MongoDB + Mongoose
- JSON Web Token (JWT)
- bcrypt (Password hashing)
- Multer + Cloudinary (File uploads)
- Gemini API (AI integration)
- Custom ML Model (Local inference)
| Model | Description |
|---|---|
| User | Citizen or Lawyer with profile, contact info, and role |
| Judge | Full name, court, city, description, and contact |
| Case | Stores filer, defendant, lawyer, judge, and status |
| Evidence | File URL, file type, and uploader |
| MLAnalysis | AI summary, prediction, confidence, and reasoning |
cd client
npm install
npm startcd backend
npm install
npm startMONGO_URI=your_mongodb_connection_string
JWT_SECRET=your_jwt_secret
CLOUDINARY_CLOUD_NAME=your_cloud_name
CLOUDINARY_API_KEY=your_api_key
CLOUDINARY_API_SECRET=your_api_secret
GEMINI_API_KEY=your_gemini_api_key-
🖥️ Frontend – Deployed on Vercel
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🧠 Backend – Deployed on Render
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☁️ Media Storage – Cloudinary