AI and Cloud Adoption Are Rewriting the Rules of Data Center Demand
The global data center industry is undergoing a seismic transformation. Artificial intelligence (AI), machine learning, and the relentless adoption of cloud services have combined to push demand for data center capacity to levels never seen before. According to JLL's 1H 2023 North American Data Center Report, the first half of 2023 closed with record-breaking absorption figures, and the momentum shows absolutely no signs of slowing down. For enterprises, hyperscalers, and investors alike, understanding the forces shaping this landscape has never been more critical.
The Twin Engines Driving Explosive Growth
Two dominant forces are reshaping the data center ecosystem: the rapid proliferation of AI and machine learning workloads, and the continued, widespread adoption of cloud infrastructure. Neither trend is new, but their convergence in 2023 has created a demand surge that the industry was simply not prepared to absorb at this scale.
AI applications — from large language models and generative AI platforms to predictive analytics and real-time inference engines — are extraordinarily compute-intensive. Training a single large-scale AI model can consume more power than entire facilities were designed to provide just a decade ago. As organizations across every vertical race to embed AI capabilities into their operations, the need for specialized, high-density data center infrastructure has skyrocketed almost overnight.
Cloud adoption, meanwhile, continues to mature and deepen. Enterprises that were once cautious about migrating core workloads to public or hybrid cloud environments have largely overcome those hesitations. Financial services firms, healthcare organizations, retail giants, and government agencies are all actively expanding their cloud footprints, each requiring reliable, low-latency, highly secure colocation and hyperscale environments to do so effectively.
Record Absorption and a Sold-Out Market Reality
The numbers from the first half of 2023 tell a striking story. Hyperscalers, financial firms, healthcare companies, and major enterprises moved aggressively to lock in data center space, resulting in record absorption across primary North American markets. Perhaps more telling than the absorption figures themselves is what they reveal about the immediate future: the vast majority of supply scheduled for delivery in Q3 and Q4 of 2023 was already preleased or under exclusivity before it even came online.
Looking ahead to 2024, the picture is equally constrained. Supply coming online throughout next year is also expected to be preleased well in advance, leaving organizations that have not already secured space with extremely limited options. This is not a short-term blip. It is the new reality of a market that has structurally outpaced its own development pipeline.
Andy Cvengros, Managing Director at JLL, put it plainly: "The data center industry is continuing to experience explosive growth in demand which is leading to completely sold-out primary markets, secondary market expansion and the development of newer tertiary markets. If you want a new data center within that timeframe, start planning for it now, as we don't see any sign of this demand slowing or the power situation getting any better."
Supply Constraints and the Power Problem
At the heart of the supply crisis lies a challenge that cannot be solved simply by breaking ground on new facilities: power availability. Data centers are among the most energy-intensive infrastructure assets in existence, and the grid capacity required to support modern high-density AI workloads is enormous. Development timelines for new data centers have stretched to three to five years in many markets — and in some cases even longer — driven largely by the time required to secure adequate power commitments from utilities.
This power constraint is not evenly distributed. Some markets are severely bottlenecked, while others are attracting investment precisely because they offer more accessible power grids, favorable regulatory environments, or access to renewable energy sources. Understanding where power is available — and how quickly it can be delivered — has become one of the most critical variables in any data center site selection process.
Market-by-Market Dynamics: Phoenix and the Northwest Lead the Way
Traditionally, Northern Virginia has dominated the North American data center landscape, and it remains a powerhouse market. However, 2023 has seen Phoenix and the Northwest emerge as absorption leaders, recording 194.5 MW and 185.9 MW respectively in the first half of the year, compared to Northern Virginia's 184 MW over the same period. This geographic diversification reflects both the saturation of legacy primary markets and the strategic push by hyperscalers and enterprises to find available capacity wherever it can be secured.
Primary markets across the board are already grappling with severely limited colocation inventory. In response, data center operators have moved to increase pricing significantly — by as much as 20 to 30% in some primary markets — as supply and demand imbalances intensify. For tenants accustomed to relatively stable pricing environments, this represents a meaningful shift in procurement strategy and cost modeling.
Secondary and Tertiary Markets: The Next Frontier
As primary markets reach capacity and pricing climbs, attention is naturally turning to secondary and emerging tertiary markets. Cities and regions that were previously overlooked are now receiving serious consideration from operators and developers eager to meet demand where primary market supply simply does not exist. This geographic expansion is creating new opportunities but also new complexities around connectivity, talent availability, and regulatory compliance.
What This Means for Enterprises Planning Their Digital Infrastructure
The implications for enterprise decision-makers are clear and urgent. Organizations that delay data center planning risk finding themselves locked out of preferred markets entirely, or forced into suboptimal locations and significantly higher pricing structures. Key strategic takeaways include:
- Start planning early: With development timelines extending to three to five years or more, organizations that need new capacity must begin the planning and procurement process far ahead of their anticipated go-live dates.
- Expand your geographic aperture: Limiting site searches to traditional primary markets is no longer a viable strategy. Secondary and tertiary markets must be evaluated seriously as legitimate alternatives.
- Account for power as a first-order variable: Power availability and cost should be front and center in any infrastructure planning conversation, not an afterthought.
- Model for pricing increases: The days of predictable, flat colocation pricing are largely behind us. Financial models must account for the real possibility of continued rate increases across primary markets.
- Engage hyperscale and colocation partners proactively: Relationships with data center providers matter more than ever when inventory is tight and competition for space is fierce.
The Road Ahead: Sustained Demand With No Relief in Sight
The forces driving data center demand in 2023 are not cyclical. AI adoption is accelerating, not plateauing. Cloud migration still has years of runway ahead of it. Edge computing, IoT proliferation, and the continued digitization of every sector of the global economy will only add to the pressure on an already strained infrastructure ecosystem. Industry experts and market analysts are aligned: demand will remain elevated, supply will remain constrained, and the organizations that plan ahead with discipline and strategic foresight will be best positioned to thrive in this new landscape. The data center is the backbone of the digital economy — and right now, that backbone is under more pressure than it has ever faced before.