What is the economic value of a data center as it relates to value-added services?

Data centers generate substantial economic value primarily by providing and enabling value-added services—such as cloud computing, data processing/hosting, managed IT, cybersecurity, connectivity, AI training/inference, analytics, and application provisioning—rather than just basic space, power, and cooling (colocation).

In economic terms, "value added" measures an industry's contribution to GDP: industry revenues minus the cost of intermediate inputs (materials, supplies, and purchased services, excluding capital goods). It equals compensation of employees, proprietors' income, pretax capital income, and taxes on production.

Direct Economic Value from Data Center Services

Data centers (typically under NAICS 518210: Data Processing, Hosting, and Related Services) produce value-added services that generate revenue and contribute directly to GDP. These services turn physical infrastructure into productive output used by businesses, governments, and consumers.

According to PwC studies commissioned by the Data Center Coalition (using IMPLAN input-output modeling on BEA, BLS, and Census data):

• Direct value added in the U.S. rose from $89 billion in 2017 to $231 billion in 2023 (160% growth), then to about $302 billion in 2024.
• This growth far outpaced overall U.S. GDP expansion over the same periods.
• Operational activities (ongoing service provision) drive most of the direct value, with capital spending (construction and equipment) contributing additional effects.

These figures capture the value created by the services themselves—e.g., renting compute capacity, hosting applications, or delivering AI inference—rather than just construction.

Broader (Total) Economic Contribution and Multipliers

The full economic impact includes:

• Indirect effects — supply-chain activity (power, cooling equipment, fiber, professional services, maintenance).
• Induced effects — spending by workers and suppliers in the wider economy.

U.S. totals (direct + indirect + induced):

• 2017: $355 billion in GDP contribution.
• 2023: $727 billion.
• 2024: $927 billion (21% year-over-year growth from the prior year's updated figure).

Multipliers average roughly 3.1–3.6 for value added: each dollar of direct value added supports an additional $2.1–$2.6 elsewhere in the economy. Employment multipliers are higher (around 5.5–7.5), with each direct job supporting 4.5+ additional jobs.

Supporting metrics (U.S., 2024 unless noted):

• Total jobs supported: 5.5 million (up from 4.7 million in 2023; direct employment ~1 million).
• Labor income: hundreds of billions annually (e.g., total ~$525 billion in 2024).
• Tax contributions (federal, state, local): $204 billion in 2024.

Enabling Value Across the Economy

The largest economic value often comes from enabling other sectors' value-added services and productivity:

• Cloud and AI services powered by data centers act as intermediate inputs or final consumption, boosting GDP in tech, finance, healthcare, retail, manufacturing, and professional services.


• In Germany, data-center use (including spillovers) was estimated to generate ~€250 billion in additional gross value added, supporting millions of jobs in cloud-dependent businesses.


• In Ireland, data centers underpin over €100 billion in annual Gross Value Added across dependent sectors (ICT, finance, etc.), far exceeding the direct construction/operations figure of €2.2 billion.


• In Australia, data centers (as part of the tech sector) deliver the highest gross value added per unit of energy among industrial sectors (~A$12.6 billion per TWh).

As new AI-focused capacity comes online, revenues from computational/AI services are projected to contribute to GDP on a scale comparable to the underlying capital expenditures (often with relatively short payback under high utilization).

Related Markets and Other Considerations

• The global market for services that support data centers (design, construction, fit-out, maintenance, monitoring, etc.) exceeds $310 billion and is growing at ~16% CAGR.


• Hyperscale facilities (large cloud/AI operators) tend to generate stronger telecommunications and ecosystem effects than smaller colocation sites.


• Local impacts vary: significant tax revenue and construction jobs in host areas, but permanent operational headcount is often modest relative to capital invested. Broader productivity and innovation benefits are the primary long-term drivers.

In summary, a data center's core economic value as it relates to value-added services is the high-margin digital output it produces and enables—cloud, compute, AI, data services—that multiplies through the economy. Direct industry value added is already in the hundreds of billions of dollars annually in the U.S. alone, with total contributions approaching or exceeding $900 billion when multipliers and enabling effects are included. These figures continue to rise rapidly with AI-driven demand.

Citations

1. PwC Economic Contributions of Data Centers in the United States (2017–2023 study)
   https://static1.squarespace.com/static/63a4849eab1c756a1d3e97b1/t/67b38f78e9cf125daf756112/1739820925392/Data+Center+Economic+Contribution+Study+2025_Final.pdf
   (Primary source for U.S. direct/total value added, multipliers, jobs, labor income, and methodology via IMPLAN.)


2. 2026 Impact Study — The Center of Your Digital World (PwC 2023–2024 update)
   https://www.centerofyourdigitalworld.org/2026-impact-study
   (Updated U.S. figures for 2024: $927 billion total GDP contribution, jobs, taxes.)


3. Study: Data centers generate 250 billion euros in additional added value (IW Cologne / heise online)
   https://www.heise.de/en/news/Study-Data-centers-generate-250-billion-euros-in-additional-added-value-9976277.html
   (Germany: ~€250 billion additional gross value added from data center use and spillovers.)


4. Minister Burke publishes report on the economic value of data centres to Ireland (KPMG report summary)
   https://www.gov.ie/en/department-of-enterprise-tourism-and-employment/press-releases/minister-burke-publishes-report-on-the-economic-value-of-data-centres-to-ireland/
   (Ireland: >€100 billion annual GVA underpinned by data centres in dependent sectors.)


5. Research demonstrates high-value economic and infrastructure contribution of data centres (Mandala Partners / Data Centres Australia)
   https://datacentres.org.au/research-demonstrates-high-value-economic-and-infrastructure-contribution-of-data-centres/
   (Australia: highest GVA per unit of energy among industrial sectors.)


6. Artificial Intelligence and the US Economy: An Accounting Perspective on Investment and Production (arXiv)
   https://arxiv.org/html/2601.11196v1
   (AI data centers and computational/AI services contribution to GDP relative to capex.)


7. USD310 billion: major growth opportunity in the data-centre supply chain (Analysys Mason)
   https://www.analysysmason.com/consulting/articles/data-centre-opportunity/
   (Global market size for data-centre support services.)

Additional Reading Suggestions

Suicidal Empathy (Amazon Affiliate Program)

The Nerd Reich: Silicon Valley Fascism and the War on Democracy (Amazon Affiliate Program)

If you are going to have your drinking water tested using informational water testing, please consider using the NTL Mail Order Testing Service (Well Water / City Water).

Other Websites

Know Your H20
B.F. Environmental Consultants
Carbon County Groundwater Guardians
Keystone Clean Water Team (Donate)

Affiliate Disclosure: This article contains affiliate links. If you purchase a product through one of these links, we may earn a small commission at no additional cost to you. We only recommend products we believe in. This helps support our mission to educate consumers about water quality.