Market sizing, benchmarks and custom research from the Futurum analyst team.
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In its latest report, From Pilots to Production: Why Agentic Transformation Runs Through the Ecosystem, published in partnership with Google Cloud, Futurum Research examines why enterprise AI spending keeps climbing while production and measured ROI lag behind, and why closing that gap runs through…
In our latest report, The Off Ramp From Per-Token Pricing, completed in partnership with QumulusAI, Futurum Research examines how organizations progress from token-metered experimentation to reserved, hybrid AI infrastructure as their AI applications mature, and how that progression helps them…
In our latest thought leadership brief, The Token Cost Reckoning Arrives in the CFO’s Office, completed in partnership with Google Cloud, Futurum Research examines how enterprises can track cost per successful agent run and cut token spend before their next budget review.
In our latest Market Brief, The New Rules of Digital Sovereignty: Architecture, Control, and Competitive Advantage, completed in partnership with IBM, Futurum Research explores how MSPs and system integrators can turn the digital sovereignty imperative into competitive advantage.
In our latest Market Brief, Five Layers of the AI Cake, completed in partnership with NVIDIA, Futurum Research examines AI as a five-layer infrastructure stack and explores what policymakers, investors, and enterprise leaders need to understand as the AI build-out accelerates.
In our latest market brief, Packaging the AI Frontier: Intel Foundry’s Advanced Packaging Alignment with the XPU Industry Roadmap, completed in partnership with Intel Foundry, Futurum Research examines why advanced packaging is becoming the architectural foundation of next-generation AI systems.
In our latest report, Nokia’s Global Data Center Network Migration: From Legacy Complexity to Automated, Reliable Operations , completed in partnership with Nokia, Futurum Research details Nokia IT’s automation-first data center network migration and early production outcomes—including an…
In The Open Lakehouse Imperative: Delivering AI Value Without Compromise, a report commissioned by Oracle, Futurum Research explains why many lakehouse stacks still force tradeoffs—and what a truly open, multi-cloud, high-performance approach looks like for enterprise AI.
In Arm at the Center of the AI & Data Center Revolution , Futurum Research examines how Arm’s scalable IP, partner ecosystem, and software enablement are positioning it as a unifying foundation for AI infrastructure from cloud to edge.
In this Market Report, Running Virtualization, Kubernetes, and AI at Scale, completed in partnership with Dell Technologies, Intel, and Red Hat, Futurum Research examines how enterprises can operate diverse platforms consistently at scale, with a focus on automation, lifecycle discipline, and…
In our latest Market Report, AI Inference: Enterprise Infrastructure and Strategic Imperatives, completed in partnership with Lenovo, Futurum Research examines the growth of AI inference, the shift toward hybrid/edge deployment, and the infrastructure choices enterprises must make to run inference…
In this Market Brief, Modern Private Cloud: Balancing Operational Agility with Data Sovereignty , Futurum Research explores why enterprises are rethinking public cloud-first strategies and how modern private cloud platforms enable sovereignty, resilience, and operational agility in an AI-driven…
In our latest Analyst Insight Report, TAE Technologies: America’s Answer to Fusion Energy—And Why It Matters for AI Dominance , completed in partnership with TMTG, The Futurum Group covers the critical importance of fusion commercialization, the unique position of TAE Technologies, and the…
In our latest Infographic, The Modern Data Center Network Checklist , created in partnership with Nokia, Futurum Research outlines the business, architectural, and operational requirements that enable modern data center networks to deliver reliability, scalability, accurate operations, and…
The convergence of mission-ready AI, secure architecture, and edge intelligence reflects a new phase in government modernization.
In our latest Market Brief, Redefining Reliability in Modern Data Center Networking, completed in partnership with Nokia, Futurum Research quantifies how next-generation network operations and automation tools deliver measurable improvements in uptime, operational resilience, and financial…
In Leveraging Small Language Models for Enterprise AI: Benefits, Use Cases, and IBM’s Approach, Futurum outlines why SLMs are becoming the pragmatic choice for enterprise AI—pairing targeted accuracy and faster responses with lower infrastructure demands—and explores IBM’s Granite approach to…
IBM LinuxONE is a modern IT platform that combines efficiency, high performance, and security in one solution. It helps organizations reduce costs and energy usage, improve responsiveness, and protect sensitive data—all while enabling them to scale for future business needs.
In our latest Market Study, The Data Center Networking Imperative: Key Trends Driving the Next Era of Data Centers, The Futurum Group explores how IT leaders are elevating reliability to a business imperative.
As data centers pivot to AI, precision timing shifts from component choice to strategic lever.