Shareef, M. A. (2026). Engineering Trust in AI Systems: A Data-Layer Framework for Explainability and Auditability. The American Journal of Interdisciplinary Innovations and Research, 8(2), 83–89. https://doi.org/10.37547/tajiir/Volume08Issue02-11