Einas Azhar, Sabeen Yaqoob, Shah Salman, Saifur Rehman, Hafiz Muhammad Ahmed Siddiqui. From Autonomous Intelligence to Adaptive Resilience: How Agentic AI and Digital Twin Capabilities Shape Supply Chain Resilience Through Sensemaking and Human-AI Collaboration. KJARD. 2026;2(6):395-420. doi:10.71317/kjard.2.6.2026.439