# A Futurum Report: The Economics of Agentic AI: Cost Advantages of Dell AI Factory with NVIDIA vs. Public Cloud from Pilot to Scale - From: Dell Technologies - Type: Report - Length: 28 pages - Language: English - Page: ## About it (29 pages) Are you prepared for the true cost of scaling AI? As organizations move from AI pilots to production deployments, many are discovering that infrastructure decisions can have a significant impact on long-term performance, economics, and business outcomes. Understanding AI tokenomics, the relationship between AI workloads, infrastructure utilization, and operational costs, is becoming essential for leaders looking to scale AI efficiently and sustainably. In this report, explore how organizations can evaluate the financial realities of AI deployment, balance cloud and on-premises resources, and optimize infrastructure investments as AI demand grows. Learn key considerations for managing AI costs at scale, improving resource efficiency, and building a strategy that supports both innovation and predictable economics, helping your organization maximize the value of its AI initiatives. ## Getting it It's free to read on the page. Published on CXO Insights.