“Goal-Directed Agentic AI Frameworks for Proactive Query Resolutionand Experience Personalization in Digital Services”. American Online Journal of Science and Engineering (AOJSE) (ISSN: 3067-1140) 2, no. 04 (December 6, 2024). Accessed June 24, 2026. https://aojse.com/index.php/aojse/article/view/12.