This blog examines the AI-driven memory shortage and its impact on the hardware supply chain, and offers a viewpoint on using this period as an opportunity to evaluate leveraging uCPE to deliver targeted workloads within branch infrastructure as a viable alternative to procuring, placing, and managing another box. The post The AI Memory Tax Makes uCPE Design Worth a Look first appeared on The Versa Networks Blog .