Artificial Intelligence is transforming supply chains through predictive analytics, automation, and intelligent optimization. But as AI adoption accelerates, enterprises must look beyond efficiency gains and examine the governance frameworks surrounding data use. In a world already facing a trust deficit, responsible AI design—particularly around sensitive and autonomy-linked data—will determine whether innovation strengthens resilience or erodes confidence. The future of AI in supply chains depends not just on algorithms, but on accountability.