AI Computing Bottleneck Shift: From Packaging to EUV Equipment and Memory Supply Chain Crisis

The AI investment frenzy is reshaping the semiconductor supply chain. As demand for compute outpaces capacity, bottlenecks are shifting from CoWoS packaging to expensive EUV lithography equipment and memory components.

EUV Lithography: The Ultimate Threshold for Compute Expansion

According to Dylan Patel, the fundamental bottleneck is ASML's EUV machines. Supply rigidity remains extreme, with global delivery expected to remain under 100 units by 2030.

• 1 GW data center CAPEX: approx. $50 billion
• Core reliance: 3.5 EUV machines valued at $1.2 billion

Memory: The Capital Expenditure Black Hole

Market focus for 2026 involves a severe storage crisis impacting both enterprise and consumer electronics.

• CAPEX allocation: 30% of tech giants' spend directed to memory.
• HBM wafer consumption: 4x that of standard DDR memory.