In this video, Yannic Kilcher, PhD, co-founder and CTO at DeepJudge, breaks down the surprisingly seamless way that frontier models like Claude can be wired directly into a firm’s proprietary data. He shows step-by-step how the Model Context Protocol (MCP) allows Claude to call DeepJudge to perform permission-aware searches across a firm's own prior matters and work product. You’ll learn why generic LLM wrappers are becoming table stakes, and how the real power of legal AI lies in anchoring models to a firm’s institutional knowledge, context, and provenance.

‍