Taiwan Semiconductor Manufacturing Company (TSMC), the world's largest chipmaker, is struggling to meet demand from US customers even as it expands US factory capacity. TSMC executives have stated that customer demand for AI chips exceeds their production capability. This supply constraint applies to companies dependent on TSMC's advanced chips, including those powering AI infrastructure.

What This Means for Your Business

If your organization depends on cutting-edge AI accelerators or specialized processors, expect continued supply constraints and pricing pressure through 2026. Procurement teams should secure supply commitments early, diversify supplier relationships where possible, and evaluate whether architectural changes could reduce dependency on the most constrained chip nodes. This directly impacts AI infrastructure timelines and budgets.