Toward Trustworthy Semantic Enrichment at Scale — A 2023 Roadmap for Architectures, Reliability, and Human-in-the-Loop Operations. ijiecm. 2023;1(1):17-21. Accessed November 11, 2025. https://www.ijiecm.com/index.php/ijiecm/article/view/62