Business Pain Point: In highly hierarchical, long-document domains such as finance and healthcare, traditional vector search (including hybrid retrieval) suffers from structural recall failure when facing cross-chapter logical comparison queries.

Architectural Breakthrough: Designed the FoC (Forest of Clauses) architecture, elevating the...