Applied AI
DAIOFF
Full-stack LegalTech platform for law firms and unions, combining case, audit and document management with AI-assisted analysis and recommendations.
Summary
Full-stack LegalTech platform for law firms and unions, combining case, audit and document management with AI-assisted analysis and recommendations.
My participation
Contributed within a team across Remix APIs and flows, Prisma data modeling, case and audit management, legal assistants and RAG service integration.
Implementation
I worked with Remix loaders, actions and API routes alongside Prisma and PostgreSQL. I also contributed to evolving legal retrieval from an in-app flow to FastAPI, LangGraph and Qdrant, and later OpenAI File Search.
Artificial intelligence
I implemented and evolved a RAG service that processed judgments and collective agreements, split content by legal structure, generated embeddings and retrieved context from Qdrant. I integrated it with DAIOFF before the application adopted another retrieval flow.
Result
I contributed to implementing flows for cases, audits, documents, recommendations, alerts and AI-assisted legal queries.
Stack
- Remix
- React
- TypeScript
- Prisma
- PostgreSQL
- RAG
- FastAPI
- Qdrant
Evidence
Demo data