Most legal AI tools focus on summarising documents or answering queries. While they’re useful, they rarely explain how a decision is reached or consider multiple perspectives before producing an answer.

I wanted to explore a different approach.

Instead of relying on a single language model,** I designed AI Courtroom—a multi-agent system** where specialised AI Lawyers argue both sides of a case, retrieve relevant legal information using Retrieval-Augmented Generation (RAG), challenge each other’s arguments, and present them to an AI Judge that evaluates the evidence before delivering a reasoned verdict.

In this article, I’ll explain the vision behind AI Courtroom, break down its architecture, and show how AI Judges, AI Lawyers, and Retrieval-Augmented Generation (RAG) come together to create an intelligent legal reasoning system.

The Vision Behind AI Courtroom