Cloud Computing & Data Centers

Critical80% confidenceProfile verified Jul 14, 2026

Strategic importance is our editorial rating of how central this entity is to the technology landscape we track; confidence reflects how well-sourced and current the underlying evidence is.

Chokepoint Score

no direct dependencies recorded in the graph

In this report: Overview·Dependency Map·Strategic Connections·Strategic Risks·Future Outlook·Sources

Overview

The hyperscale cloud and data center industry drives a projected $650-700 billion in collective 2026 AI infrastructure capex across Amazon, Microsoft, Alphabet, Meta, and Oracle. The global cloud computing market reached roughly $918 billion in 2026, with AWS leading at 30% share, Microsoft Azure at 25% (up from 20% in 2024), and Google Cloud at 13% but posting the fastest growth at 63% year-over-year.

Dependency Map

One hop in each direction — see Strategic Connections below for the full, sourced breakdown of every relationship.

Strategic Connections

Dependency

Vertiv: The cloud and data center industry depends on Vertiv's liquid cooling and power distribution infrastructure to operate high-density AI compute at scale.

Competition / Other

Amazon Web Services: Amazon Web Services is among the largest hyperscale cloud providers driving the industry's AI infrastructure capital expenditure.
Microsoft Azure: Microsoft Azure is among the largest hyperscale cloud providers, guiding to roughly $190 billion in calendar year 2026 capital expenditure.
Alphabet (Google): Google Cloud is among the industry's major hyperscale providers, backed by Alphabet's custom TPU infrastructure strategy.
Oracle: Oracle Cloud Infrastructure has emerged as a major hyperscale AI compute provider, anchored by its roughly $300 billion cloud agreement with OpenAI.
Equinix: Equinix is the world's largest data center colocation provider, forming part of the physical infrastructure layer underlying the broader cloud computing and data center industry.
MongoDB: MongoDB provides a widely used developer database platform for cloud-native applications.
Confluent: Confluent provides real-time data streaming infrastructure built on Apache Kafka.
RingCentral: RingCentral provides cloud-based unified communications and contact center software.
monday.com: monday.com provides a no-code work management and collaboration platform.
Freshworks: Freshworks provides customer engagement and IT service management software.
Braze: Braze provides customer engagement and marketing automation software.
Five9: Five9 provides cloud contact center software used by enterprise customer service teams.
Appian: Appian provides a low-code automation platform for enterprise workflow applications.
Wix.com: Wix.com provides a no-code website-building and business-management platform.
Workiva: Workiva provides cloud software for compliance, financial, and ESG reporting.
Kinaxis: Kinaxis provides RapidResponse supply chain planning and concurrent scenario modeling software.
Teradata: Teradata provides data warehousing and enterprise analytics platform software.
SPS Commerce: SPS Commerce provides a cloud-based supply chain network connecting retailers and suppliers.
LiveRamp: LiveRamp provides data connectivity and identity resolution software for marketing technology.
CSG International: CSG International provides billing, monetization, and customer engagement software.
Tata Elxsi: Tata Elxsi provides design and technology engineering services across automotive, media, and healthcare.
Sopra Steria Group: Sopra Steria provides IT consulting, digital transformation, and systems integration services.
TietoEVRY: TietoEVRY provides IT services and software development for enterprise clients.
ePlus: ePlus provides IT solutions and technology procurement, financing, and managed services.
Intapp: Intapp provides cloud software for professional and financial services firms.
TOTVS: TOTVS provides ERP, management software, and fintech products to Brazilian and Latin American businesses.
EverCommerce: EverCommerce provides integrated SaaS solutions to service-based small and medium businesses.
Omnicell: Omnicell provides medication management automation systems and software for hospitals and pharmacies.
Agilysys: Agilysys provides point-of-sale, property management, and inventory software for hospitality.
Cimpress: Cimpress operates the Vistaprint mass-customization print and design e-commerce platform.
VusionGroup: VusionGroup provides electronic shelf labels, IoT sensors, and digital merchandising software for retail.
AvePoint: AvePoint provides data management, governance, and resilience software for Microsoft 365 and SaaS environments.
Rasan Information Technology Company: Rasan provides insurance-technology software and digital insurance marketplace services.
Karooooo: Karooooo operates the Cartrack fleet telematics and vehicle-tracking SaaS platform.
Fastly: Fastly provides content delivery network and edge computing infrastructure.
OVH Groupe: OVHcloud provides cloud infrastructure, hosting, and data center services, primarily in Europe.

Strategic Risks

Power and grid interconnection constraints, not chip supply, are increasingly the binding constraint on data center capacity growth
Extremely high capital intensity creates pressure to demonstrate proportional AI revenue returns across all major cloud providers

Future Outlook

Continued capex growth across all major hyperscalers through at least 2027
Increasing investor scrutiny over capital efficiency and return on AI infrastructure investment industry-wide

Sources

Futurum Group (Feb 2026) — Hyperscaler AI infrastructure capex projected at $650-700 billion for 2026
TekRevol / industry cloud market share tracking (May 2026) — AWS holds 30% of a $918B cloud market, with Azure at 25% and Google Cloud at 13%

Generated by InsightNodes — Technology Intelligence Platform. This report reflects sourced, evidence-backed information as of the dates cited above and is not investment advice.

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