To justify record capital expenditures on AI, Big Tech companies would need to generate between US$1.7 and US$2.5 trillion in incremental revenue by 2030.

The bottom-up analysis shows significant growth in cloud, ads, software, and services, but still short of what would be needed for a "comfortable" return on investment.

The equation is clear: AI needs to accelerate monetization…