Reasoning
Hyperscalers' revenue per employee rose 19% YoY in 2023 and 15% in 2024 as cloud growth slowed to 17% from 29% in 2022; 2025 guidance shows capex rising to $200B+ while headcount growth remains flat at 3-5%, implying only marginal productivity gains unless AI-driven workloads accelerate beyond the current 35% of new cloud spend. Structural precedent from 2017-2019 shows revenue-per-employee gains rarely exceed 15% without double-digit revenue acceleration, which current enterprise IT budgets do not support.Key uncertainty
Whether enterprise adoption of AI inference workloads in 2026 will exceed 2025 forecasts by enough to lift overall cloud revenue growth above 22%.