Strategic Procurement for Hyperscale Cloud Infrastructure: Enabling Delivery Through Supplier Partnerships
The rapid expansion of hyperscale cloud infrastructure, driven by AI workloads and global digital transformation, has elevated procurement from a transactional function to a strategic enabler of growth.Traditional procurement models, focused on cost and predictability, are ill-suited to the demands of hyperscale build-outs, which require speed, resilience, and supplier accountability.This paper examines how sourcing strategies, contracting frameworks, and supplier partnerships accelerate delivery in the hyperscale era.Drawing on case studies from AWS and Microsoft, it highlights both the challenges-supply shortages, geopolitical dependencies, and logistics constraints-and the mitigation strategies that hyperscalers employ, such as nearshoring, strategic buffers, and collaborative planning.The analysis also explores the future of procurement in an AI-driven era, emphasizing predictive analytics, sustainability mandates, and autonomous supply chain ecosystems.The findings underscore procurement's role as a competitive differentiator, positioning supplier partnerships as catalysts for innovation, resilience, and sustainable hyperscale expansion.
Authors
- Soumya Remella
Publication Details
- Journal
- Journal of Artificial Intelligence Machine Learning and Data Science
- Published
- 2025-09-20
- DOI
- https://doi.org/10.51219/jaimld/soumya-remella/601
- Primary Topic
- Transportation and Mobility Innovations
- Type
- article
- Field-Weighted Citation Impact
- 0.00