Structural Limitations of Legal Case Search and the Need for Single DB with Vector Search

by Tim Yang | December 9, 2025

This article provides a technical analysis of why legal case search is challenging in the legal services market. We examine the structural characteristics of legal case data and the limitations of existing distributed architectures (RDB + ElasticSearch + Vector DB), and explain why integrated search based on a single database is necessary.