No commercial real estate sector is absorbing capital faster than data centers right now — and for HB Capital’s industrial and logistics clients, that is not a side story. It is increasingly the same story. Data centers are, at their core, specialized industrial buildings: mission-critical boxes built on industrial-zoned land, financed against long-term leases to credit tenants, and developed by many of the same sponsors who built last decade’s big-box logistics boom. In 2026, the asset class has moved from a niche allocation to one of the largest capital absorption stories in all of commercial real estate. Vacancy sits at a record-low 2% nationally. Hyperscaler capital expenditure is projected to exceed $700 billion this year alone. And the debt markets financing this build-out are now larger, in dollar terms, than the entire CMBS market was just a few years ago. For sponsors and capital allocators with industrial real estate experience, this is the adjacency worth understanding.

Why HB Capital Clients Should Be Paying Attention

Data centers sit at the intersection of industrial real estate and infrastructure finance — and that intersection is exactly where HB Capital has built its platform. The physical envelope of a data center — the shell, the site work, the loading and power infrastructure — closely resembles the large-format industrial buildings our clients have financed for years. The difference is in what fills the building and how the lease is structured: instead of pallets and forklifts, the tenant brings GPUs and power draw; instead of a 5- to 10-year industrial lease, the anchor tenant signs a 15- to 20-year contract with investment-grade credit behind it.

That distinction matters enormously for financing. A single-tenant hyperscale facility with an investment-grade tenant lease can access debt pricing comparable to corporate bond yields plus a spread — terms that are, in many cases, more favorable than traditional industrial financing. For sponsors who already understand industrial site selection, entitlement, and construction, data centers represent a natural — if technically demanding — extension of the same playbook.

The Demand Picture: Numbers That Don’t Have a Modern Precedent

The scale of capital flowing into data center development in 2026 has no clean historical comparison. The six largest U.S. hyperscalers are projected to spend approximately $700 billion in capital expenditures this year — nearly six times the levels seen in 2022. Over the next five years, that figure is expected to exceed $3 trillion, according to multiple Wall Street estimates. JPMorgan’s more aggressive projection puts total AI infrastructure spending, including related power supplies, above $5 trillion.

What is driving this is not speculative interest — it is contractual necessity. Neocloud providers, GPU-as-a-service platforms, and AI labs are competing for full-building and campus-scale capacity, and unlike prior cycles, large 10-megawatt-plus deployments are now commanding pricing premiums rather than volume discounts. Operators are increasingly holding full-building configurations rather than subdividing space, because the demand for scale is simply that strong.

The Real Constraint: Power, Not Demand

If there is one structural theme that defines the 2026 data center market, it is this: demand is no longer the limiting factor. Power delivery is. Traditional 12-to-18-month construction timelines for sub-50-megawatt facilities no longer apply. The shift toward 500-megawatt-plus AI campuses has pushed construction schedules into multi-year territory, and any need for new high-voltage transmission or incremental generation can extend interconnection timelines to 24, 36, or even 48-plus months.

This is producing a real and measurable gap between announced capacity and delivered capacity. According to Sightline Climate research, 16 gigawatts of U.S. data center capacity were slated to come online in 2026 across roughly 140 projects — but only about 5 gigawatts were physically under construction as of this spring, with another 11 gigawatts still in the announced stage with no construction activity despite typical 12-to-18-month build times. Roughly $150-200 billion of planned 2026 capital expenditure is now expected to slip into 2027 and 2028.

For sponsors and lenders, this creates both risk and opportunity. The risk: projects without secured power commitments and entitlements are not financeable, regardless of how strong the tenant demand letter looks. The opportunity: sponsors who can deliver power-secured, entitled sites are operating in a market with essentially no competition for capital, because so few competing projects can actually reach financial close.

Where the Capital Is Going — and How It’s Structured

The financing landscape for data centers in 2026 looks meaningfully different from a standard industrial deal, and understanding that structure is essential for any sponsor considering the asset class.

Pre-development costs alone — securing power interconnection and major entitlements before a lender will even discuss construction debt — typically consume 15-25% of total project budget. That is a materially different risk profile than a standard industrial development, and it is why data center sponsors increasingly need capital advisors who understand both real estate finance and the power/utility entitlement process.

The Risk Side: This Is Not a Free Lunch

Any responsible treatment of this sector has to address the risk dynamics directly, because some of them are unusual for commercial real estate. A structured finance veteran who worked on litigation after the 2008 financial crisis described the current data center financing environment to CNBC as feeling like “deja vu” — layered debt structures, multiple lenders sharing exposure, and limited transparency into how the underlying capital stacks are constructed.

There are technology-specific underwriting risks that don’t exist in traditional industrial real estate. GPU lifecycles run roughly seven years, while data center facility lifespans run 20-30 years — a mismatch that means net operating income must account for periodic GPU refresh costs. A facility generating $50 million in NOI at a 5% cap rate implies a $1 billion valuation, but if $15-20 million of that NOI must be reinvested in GPU upgrades every five to seven years, the effective yield looks materially different than the headline number suggests.

Power cost volatility is another underwriting variable that doesn’t map cleanly onto traditional CRE models. A facility underwritten to a 1.45x debt service coverage ratio at $0.05 per kilowatt-hour breaks meaningfully if industrial power rates rise to $0.09 or higher — a trajectory already playing out in several markets. Water usage is a related and growing concern in water-stressed regions like Phoenix, Las Vegas, and parts of Texas, where a facility with high water-usage-effectiveness ratios is increasingly viewed by lenders as a fundamentally different credit than one using air-cooled or closed-loop liquid cooling.

What HB Capital Is Watching

• 1Power-secured sites as the underwriting gate. No data center project is financeable without committed power interconnection and entitlements in hand. For sponsors evaluating sites, securing the power contract is now the critical path — more important than the building design itself.
• 2Markets beyond the traditional hubs. Northern Virginia remains the leading market, but development is shifting toward secondary and tertiary locations along the Interstate 20 corridor and into deregulated electricity markets where power is more accessible and less contested. This mirrors the inland migration HB Capital has tracked in industrial logistics.
• 3Behind-the-meter power strategies. Operators are increasingly looking at on-site generation — gas, solar, batteries, and eventually small modular nuclear reactors — to bypass grid interconnection bottlenecks entirely. Sponsors with access to behind-the-meter power solutions have a genuine competitive advantage in today’s market.
• 4Tenant credit and lease structure over headline NOI. With GPU refresh cycles and power cost volatility complicating traditional yield calculations, the durability and credit quality of the anchor tenant lease matters more in data center underwriting than in almost any other CRE asset class.

Executive Takeaway

Data centers have moved from a specialized niche to one of the largest capital absorption stories in commercial real estate, and the structural drivers — AI compute demand, hyperscaler balance sheets, and a power grid that cannot keep pace — show no sign of slowing through 2026 and beyond. For sponsors with industrial real estate experience, the asset class is a genuine adjacency: similar site selection logic, similar construction fundamentals, but layered with power and technology underwriting considerations that require specialized expertise.

The opportunity is real, but it is not uniform. Projects with secured power, strong hyperscale tenant credit, and disciplined sponsors are attracting capital at terms that rival investment-grade corporate debt. Projects without power certainty — regardless of how compelling the demand thesis sounds — are not financeable in this market, full stop. For capital allocators evaluating this sector, the question is not whether AI-driven demand is real. It plainly is. The question is whether the specific project in front of you has solved the power problem before asking for debt.

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