Building an AI assistant for the legal field is both an exciting and demanding endeavor. LagaViti faces several challenges on this journey. One of the biggest is structuring the massive amount of data that the legal industry produces. Organizing case laws, statutes, and legal precedents in a way that's clear, consistent, and usable for an AI system is no small task—but it's absolutely essential for the assistant to work well. Another key challenge is searchability. With such a vast and complex database, the AI needs to be able to quickly and accurately find the right information, even when the questions are detailed and nuanced. On top of that, there's the task of optimizing for large language models (LLMs). Legal language is full of subtleties, and training the AI to understand and respond appropriately requires careful fine-tuning to ensure it can handle the complexities of legal terminology and context.