The demand for Artificial Intelligence is sending shockwaves through hardware supply chains, in some cases inflating the cost of standard business technology and causing delivery delays.
The price hikes are driven not only by the scarcity of standard CPUs but also by the new requirement for on-device NPUs (Neural Processing Units) in business laptops and the massive global demand for high-speed DDR5 RAM and NAND flash storage used in AI training.

Hardware Highly Impacted
Hardware projected to have the most significant budgetary impact include:
- Servers: Enterprise-grade servers, even those not specifically marked for AI tasks, are facing price increases due to competition for core components, memory, and power supplies.
- Networking Infrastructure: The need to move vast AI datasets is creating unprecedented demand for high-speed data-center scale switching and routing gear.
- High-Performance Storage: NVMe SSDs and DDR5 RAM are seeing sharp price rises as AI Data centers consume global supplies
Industry leading manufacturers like Dell, HP, and Lenovo suggest that organizations should prepare for price hikes of up to 20% on systems shipping toward the end of 2026. Businesses may face multi-month delays with equipment.
Strategic Sourcing with LeeShanok Network Solutions
As hardware costs escalate, a strategic partnership is essential for budget stability. LeeShanok Network Solutions provides the specialized expertise and exclusive supply chain access necessary to navigate today’s volatile market.
LeeShanok’s Account Managers are working hard to contain costs by working with our vendors and clients to forecast needs, secure allocations of scarce, in-demand technology, and lock in the best pricing possible.
Don’t let supply chain volatility disrupt your operations. Contact your dedicated LeeShanok account manager today to develop a resilient, cost-effective IT budget plan for 2026.
