Filed April 22, 2026

Serial No. 99780119

Examining Attorney KIMBERLY FRYE

Class Downloadable computer software and application programming interface (API) software libraries for context engineering, context mapping, information retrieval, and knowledge orchestration for operational intelligence applications, namely: constructing semantic data layers that map canonical relationships across multiple enterprise data sources; confidence-tiered validation and promotion of data findings through staged quality gates; hybrid information retrieval combining vector search, keyword search, and knowledge graph traversal with domain-aware context routing for artificial intelligence agents; cross-system entity resolution for deterministic identity matching across disparate enterprise vendor systems; automated data quality validation including schema drift detection, structured query verification, and numerical claim certification; knowledge graph construction with AI-generated cross-domain relationship bridges; and sub-agent orchestration for coordinating multiple artificial intelligence agents performing operational intelligence and enterprise data analysis tasks; none of the foregoing being generative artificial intelligence models, large language models, blockchain platforms, or cryptocurrency applications; 021; 023; 026; 036; 038; 100; 101

Case Type Trademark Service mark