Cloud Computing refers to the delivery of compute, storage, networking, and software services over the internet, spanning infrastructure (IaaS), platform (PaaS), and software (SaaS) layers. The hyperscale cloud market is the foundational layer for enterprise digital transformation and the AI buildout.

Hyperscale cloud has entered a structural re-acceleration phase characterized by unprecedented aggregate backlogs and contractual purchase commitments. Post-Q2 2026 reporting, combined cloud and AI infrastructure backlogs across hyperscalers and neoclouds surpassed $2.5T (more than tripling from ~$750B in Q3 2025). Rather than speculative demand, this represents a forward revenue ledger anchored in multi-year enterprise commitments, take-or-pay terms, and prepaid capacity.

Key drivers:

• Contractual Purchase Commitments ($2T+): Big tech non-cancelable contractual obligations have surged (e.g. Alphabet's obligations up ~9x Y/Y to $811B), locking in multi-year GPU/accelerator, networking, power, and memory capacity.
• Hyperscaler Re-acceleration: Azure accelerated to +43% Y/Y (Jun-Q, crossing $100B run rate) with commercial RPO surging +84% Y/Y to $678B; AWS backlog reached $496B (+154% Y/Y).
• Neocloud Expansion & Pricing Power: Neoclouds (e.g., CoreWeave with ~3.7 GW contracted and 8+ GW targeted by 2030) are capturing near-term overflow demand amid severe hardware supply constraints, demonstrating strong pricing power (+25% price increases).
• Hybrid Consumption Models: The industry-wide pivot from seat-based licensing to "seats plus consumption/usage-based billing" is driving rapid ARPU expansion across AI agent and copilot workloads.

• Hyperscalers: Microsoft Corp. (Azure), Amazon.com Inc. (AWS), Alphabet Inc. (GCP), Meta Platforms Inc. (Meta Compute).
• Neoclouds & Specialized IaaS: CoreWeave Inc., Oracle Corporation (OCI).
• Enterprise SaaS: Oracle Corporation, ServiceNow Inc., Salesforce.
• Hardware & Supply Chain Anchors: NVIDIA Corporation (GPUs/InfiniBand), SK Hynix Inc. / Samsung Electronics Co. Ltd. / Micron Technology, Inc. (HBM3e/HBM4), Marvell (Optical connectivity).

• Capex Intensity & FCF Compression: Record hyperscaler capex ($600B+ projected in 2026 across Big Four) compresses FCF conversion; market tolerance relies on sustained 2027-2028 monetization conversion.
• Supply Catch-Up & Compute Rebalancing: Aggressive capacity additions across hyperscalers and neoclouds could tilt compute supply/demand dynamics over an 18-24 month horizon, potentially softening spot IaaS rental pricing.
• Supply Chain Bottlenecks: Persistent shortages in HBM memory, advanced packaging, and optical transceivers delay cluster deployments and elevate component COGS.

• 2026-08-18: Combined hyperscaler and neocloud cloud backlog crossed $2.5T in Q2 2026 (vs ~$750B in Q3 2025). Aggregate contractual purchase commitments surpassed $2T, driven by take-or-pay GPU and power agreements.
• 2026-08-18: Microsoft Jun-Q capex stepped up to $41B (FY26 total $115.9B, +80% Y/Y) with explicit references to HBM3e cost inflation and component shortages; commercial RPO reached $678B (+84% Y/Y).
• 2026-08-01: Amazon AWS grew +37% Y/Y in Q2 2026 on a $496B backlog (+154% Y/Y); Trainium/Graviton run-rate topped $25B+.
• 2026-08-01: Meta Compute operationalized GPU leasing and AI Model Access as a Service.

• AI Infrastructure
• Software & SaaS