The numbers are staggering. The global data center market, valued at $242.72 billion in 2024 by Fortune Business Insights, is projected to reach $584.86 billion by 2032.

This signals a fundamental transformation, not the standard incremental growth.

As artificial intelligence and cloud computing push data centers to consume up to 8.6 percent of national use by 2035 (up from just 4.4 percent of national use in 2023), a critical question emerges: who has the expertise to build infrastructure at this unprecedented scale and complexity?

The answer lies where Silicon Valley meets the industrial heartland, where engineering firms have spent decades perfecting the art of mission-critical infrastructure.

So, what are the current crises reshaping data centers, and how can the industry best address them?

Grid infrastructure is at breaking point

Today's AI servers demand 50-250 kilowatts per rack, dwarfing traditional 10-20 megawatt deployments. Hyperscalers are committing unprecedented capital to address this challenge, with Meta allocating $65bn, Microsoft $80bn, and Amazon $30bn for 2025 data center investments alone. Yet throwing money at the problem isn't enough. In Virginia's Fairfax County, a minor grid disturbance sent 60 data centers scrambling to backup generation, exposing the fragility of our power infrastructure.

With data centers increasingly requiring on-site generation due to grid constraints, industrial firms' experience with cogeneration, turbine systems, and backup power proves invaluable. A great integration expert who understands how to balance multiple power sources, battery energy storage systems (BESS), manage load transitions, and ensure seamless operation during grid disturbances is invaluable in providing Five 9s reliability in behind-the-meter power generation and in binding and maintaining operational insurance coverage.

Five 9s meet the real world

Power and cooling system failures cause nearly 71 percent of all data center outages. About 44 percent are caused by power system failures, attributed to grid failures, generator failures, or UPS failures, among other factors.

Generators, gas turbines, compressors, evaporators, condensers, pumps, fans, etc., are all mechanical components of critical systems. Maintaining high reliability for mechanical components has different design and operations requirements from GPUs. While a bad GPU can be hot-swapped within minutes by a trained technician, replacing a bad pump may need a partial shutdown, system isolation, physical disconnections of piping, electrical, and instrumentation, and doing everything in reverse, all of which requires specialized trades. This can take hours to days, resulting in costly downtime.

Greyspace components are often the weakest link in data center infrastructure and are often out of sight, out of mind. Designing the greyspace infrastructure with proper redundancies and fail-safes is imperative to maintain Five 9s reliability; however, in the rush to get facilities operational, the reliability of supporting infrastructure is often overlooked in initial design plans.

Refineries and chemical plants operate under the same mission-critical reliability philosophy as data centers. Industrial firms don't just design for reliability; they embed it through Hazard and Operability (HAZOP) studies, failure mode analyses, and lifecycle planning. Planning for redundancies, automatic failovers, and developing operating procedures to reduce the chance of human error.

Decades of successful operations of oil refining and chemical processing plants are proof of the engineering rigor employed in these industries. Data center operators are increasingly enjoying the benefits of this experience as they partner with legacy industrial firms.

Cooling and the 40 percent energy equation

The explosive growth of AI has created a “heat crisis” that demands innovative and substantial cooling systems to overcome.

Traditional air-cooling systems simply cannot handle modern densities. Liquid cooling, once considered exotic, is now mandatory—with a new single-phase direct-to-chip microfluidics system developed by Microsoft reducing maximum GPU silicon temperatures by 65 percent.

The data center cooling market itself has exploded to $16.56bn in 2024, reflecting this urgent transformation.

Every direct-to-chip liquid cooled system needs a secondary water-based cooling loop to take the heat from the white space ultimately into the environment, using any combination of compressors, evaporators, condensers, heat exchangers, cooling towers, etc.

Here's where industrial expertise proves invaluable. The secondary water-based cooling loops required for data centers mirror systems that oil and gas engineers have perfected over decades. These professionals understand flow dynamics, heat exchange efficiency, and, more critically, how to maintain cooling systems that must operate continuously for years without failure.

The modularization revolution

Perhaps nowhere is the industrial advantage clearer than in modular construction. Traditional data center builds take up to five years; modular approaches compress this to 18-24 months, a 30 percent reduction that can mean the difference between market leadership and obsolescence.

The modular data center market, growing from $28 billion in 2023 and projected to reach $93 billion by 2030, growing at a CAGR of 18.7 percent from 2023 to 2030, reflects this shift.

Industrial firms have been building modular systems for decades, especially in the upstream and midstream oil & gas industry. Think skid-mounted compressor stations, prefabricated pipe racks, containerized treatment systems. They understand the critical success factors: standardized designs that enable factory production, quality control protocols that ensure field reliability, and integration methodologies that minimize on-site work.

When 93 percent of data center decision-makers now consider prefabricated modular solutions their default construction method, they're embracing an approach the industrial sector pioneered.

The partnership imperative

The most successful data center deployments now involve ecosystem collaboration rather than single-vendor solutions. Modern data centers demand multiple complicated systems to work together seamlessly – from chip cooling to external heat rejection systems, from grid connections to onsite power generation and storage, from fire protection to building management systems.

The integration of these diverse and specialized systems into a single turnkey solution is critical for operational and reliability requirements. Industrial engineering firms have the experience and know-how tested over decades to pull this off seamlessly. They're accustomed to managing multiple stakeholders, including equipment vendors, construction contractors, regulatory bodies, and operations teams. They understand that successful project delivery requires not just technical expertise but also the ability to coordinate diverse teams toward a common goal.

This project management DNA, honed through decades of complex industrial projects, translates directly to data center development.

Looking beyond day one

Things break, especially the mechanical components of complex industrial systems. Routine maintenance, equipment degradation, and failure are a part of industrial operations. Planning with this certainty in mind can prevent lost revenues and damaged reputations associated with unplanned breakdowns and outages. Partnering with an industrial firm with decades of proven experience helps smart data center operators mitigate these issues before they fully materialize.

The path forward

As the data center market races toward its projected $1 trillion spend by 2034, success will belong to those who can merge digital ambition with industrial discipline. The challenges are immense: power grids at capacity, cooling systems pushed to physical limits, and construction timelines incompatible with business needs. Yet these challenges mirror those the industrial sector has been solving for decades.

The lesson from mission-critical industries that operate at high operational reliability while managing explosive, corrosive, and toxic materials is clear: complexity demands expertise, speed requires standardization, and reliability must be designed in, not bolted on.

As data centers evolve from IT facilities to critical industrial infrastructure, the firms best positioned to lead are those who understand that a server farm is fundamentally an industrial organism, one that must breathe, cool, and power itself with the same precision as a refinery or power plant.

The convergence is inevitable. The question isn't whether industrial expertise will reshape data center development, but how quickly the industry will embrace this transformation. For those willing to bridge the gap between industrial heritage and digital future, the opportunity has never been greater.