Revenue for Google Cloud surged 82% to $25 billion in Q2 2026. This growth forces Alphabet to increase capital expenditure to meet soaring demand. Capacity constraints now threaten the company's market position. Infrastructure scaling must accelerate to prevent performance bottlenecks for enterprise AI customers.