Fuad Shalan

Building Trust in AI for Project Controls: A Governance-Embedded Data Engineering Framework

Capital projects in the energy sector continue to experience systemic cost overruns and schedule delays. While AI-driven predictive analytics promise improved foresight, their effectiveness is often limited by fragmented data landscapes, inconsistent reporting practices, and weak governance. This paper introduces a d...