How Will AI and ML Surge Reshape Data Center Infrastructures by 2028?

The digital revolution, spearheaded by the burgeoning fields of artificial intelligence (AI) and machine learning (ML), is catalyzing transformative change in how data centers are built and operated. As these technologies hunger for more processing power, data center physical infrastructures (DCPI) must evolve to meet the challenge. By 2028, the value of the DCPI market is expected to surpass $46 billion, propelled by an impressive compound annual growth rate of 11%. This surge underscores the industry’s effort to amplify data centers’ capabilities to handle the intensive computational demands of AI and ML. Such a growth trajectory signals not only a technological but also an infrastructural evolution in the realm of data storage and computation, ensuring the next generation of data centers is equipped to support the advanced requirements of these cutting-edge technologies.

Power and Cooling Innovations

To keep pace with the intense requirements of AI-driven applications, data center infrastructures are undergoing significant enhancements, particularly in power and cooling systems. Rack power densities, once content with 15 kW/rack, are on the brink of a dramatic escalation, estimated to rocket to 60–120 kW/rack. This upsurge is set to transform the prevalent air-cooled heat management traditions, ushering in the era of liquid cooling solutions. These more efficient and effective cooling strategies, indispensable for managing the heat produced by high-density server racks, are expected to flourish, with revenue predictions soaring past $3 billion by 2028.

Market Dynamics and Regional Growth

The majority of growth in the Data Center Physical Infrastructure (DCPI) market is expected to be driven primarily by Cloud and Colocation services, leveraging their vast scales and operational efficiencies for expansion. While the enterprise segment may see slower growth, substantial progress is predicted within regions like Asia Pacific (sans China), North America, and EMEA. In contrast, China and Latin America are on track for more modest advancements. Dell’Oro’s Lucas Beran refers to the current phase as a “calm before the storm,” indicating a time of strategic preparations across the industry. As the sector gears up for the incoming wave of Artificial Intelligence (AI), companies are bracing for the extensive infrastructure investments required to support the swift development anticipated in the AI space. This forward-looking stance embodies the industry’s readiness to tackle the imminent challenges and seize opportunities presented by the next technological frontier.

Explore more

RPA Developers Drive the Future of Business Automation

Across the sprawling landscape of modern global commerce, a silent workforce of digital laborers now manages the tedious data entry and administrative verification tasks that once burdened thousands of human employees. This transition is not merely a technical upgrade but a fundamental restructuring of how work is perceived and executed within the modern enterprise. At the helm of this transformation

What Will the DevOps Career Landscape Look Like in 2026?

The digital infrastructure underpinning global commerce has undergone a radical transformation where the boundary between building software and maintaining it has effectively vanished. This convergence has elevated the DevOps professional from a specialized technician to a central architect of business agility and resilience. In the current landscape, organizations no longer view the integration of development and operations as an experimental

How Does the ABM Matcher Redefine B2B Advertising?

The traditional barrier between high-precision digital targeting and the physical office environment has finally dissolved as marketers look for more tangible ways to reach decision-makers. While digital account-based marketing has dominated the strategy for years, its reliance on mobile screens and social feeds often leads to message fatigue or technical bypasses like ad blockers. The introduction of the ABM Matcher

XRP Holders Can Now Borrow Ripple’s RLUSD on Ethereum

The recent deployment of Ripple’s dollar-pegged stablecoin, RLUSD, on the Ethereum mainnet has fundamentally transformed how XRP holders interact with the broader decentralized finance ecosystem by providing unprecedented borrowing opportunities. In 2026, the digital asset landscape has matured into a highly interconnected network where liquidity no longer remains siloed within specific blockchain environments. The ability to utilize RLUSD as a

Kyndryl and Pidilite Complete IT Migration to Google Cloud

The rapid evolution of industrial manufacturing and chemical production has forced market leaders to reconsider the viability of legacy on-premises infrastructure when faced with the need for real-time data insights across a global supply chain. For Pidilite Industries, a dominant force in the adhesives and construction chemicals sector, the necessity to modernize became an operational imperative to maintain its competitive