Project Description
We were inspired to build this project after watching Suits and realizing how much paralegals and intake teams struggle with overwhelming paperwork — a challenge that also affects people close to us. That pushed us to create an AI system that genuinely lightens that load.
Throughout the weekend, we learned how to design a multi‑agent orchestration pipeline, balance LLM reasoning with strict backend validation, and craft a smooth, intuitive UX that makes complex legal workflows feel effortless.
Our platform is built on a modern, production‑ready stack:
Next.js, React, Tailwind CSS, FastAPI, MongoDB, OpenAI models
Together, these tools transform raw, messy case data into structured insights delivered through a Tinder‑style swipe interface that makes reviewing information fast and engaging.
Challenges We Overcame
Handling inconsistent and messy PDFs, Ensuring each AI agent stayed strictly within its role, Building a reliable router that consistently selected the correct agent,
Solving these challenges made the final system significantly more robust, scalable, and production‑ready.
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