Akila Balasubramanian. (2026). From Signals to Root Cause: A Systems Architecture for Agentic AI in Observability. International Journal of Intelligent Systems and Applications in Engineering, 14(1s), 1235–1243. Retrieved from https://www.ijisae.org/index.php/IJISAE/article/view/8336