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Author

Umama Arshad

2 papers indexed here

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Review Open access Sep 2026

Aviation Supply Chain Management In Pakistan: Current Structure, Challenges, Resilience, And Way Forward

Aviation operations depend on highly interconnected supply networks through which aircraft, engines, spare parts, maintenance services, aviation fuel, airport infrastructure, ground services, information, finance, and regulatory approvals must be coordinated reliably and efficiently. This review critically examines the...

Umama Arshad, Muhammad Nazim · 0 citations
Review Open access Aug 2026

From Intention to Integration: How Adoption Cost and Technical Complexity Constrain Artificial Intelligence in Aviation Supply Chains

Artificial intelligence (AI) can improve forecasting, inventory control, maintenance planning, logistics visibility, and decision support, yet organizations often struggle to move from pilots to embedded operational use. This study examines how two salient implementation barriers—cost of adoption and technical complexi...

Umama Arshad, Muhammad Nazim · 0 citations

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