Next™ BriefCooling-as-a-Service and the Future of Thermal Management Contracts
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Meticulous Next™OthersNov 2026101 ppMRN-1594

Outcome-based cooling contracts Market Outlook 2026–2035: Growth Drivers, Key Companies, Strategic Developments & Adoption Forecast — A Meticulous Next™ Foresight Brief

Brief ID: MRN-1594Format: PDF + Summary DeckDelivery: InstantHorizon: 9-yr horizonSignal: Emerging
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Adoption maturity (indexed)
Mainstream inflection: ~2032
Horizon: 2026–2035 · Signal: Emerging
9 yrs
Forward horizon
~2032
Mainstream inflection
Emerging
Signal strength

What This Brief Covers

This Meticulous Next™ brief examines cooling-as-a-service, where a provider finances, installs and operates cooling equipment and the customer pays for the cooling used or for a guaranteed result. It tests how far outcome contracts become a standard route for large cooling loads in data centers and industry by 2035, and what that means for cooling manufacturers, data center operators, industrial users and financiers.

The model is older in buildings than in data centers. The Basel Agency for Sustainable Energy, which created the model, reported in November 2020 that its Cooling as a Service initiative had passed USD 50 million of investment, saving 68 GWh of electricity and 36,000 tonnes of carbon dioxide a year, with manufacturing partners including Daikin, Trane, Carrier, Danfoss, Engie and Johnson Controls. In September 2023 Johnson Controls announced a capital-free pay-per-use offer to launch with a customer in the United Arab Emirates. The conclusion is that major manufacturers have accepted the contract model in commercial buildings, and the open question is its spread to far larger data center loads.

Manufacturers are buying the data center technology. Trane agreed in February 2026 to buy LiquidStack, a maker of direct-to-chip and immersion cooling, after agreeing in December 2025 to buy data center thermal management assets from Stellar Energy International. Johnson Controls agreed on 18 February 2026 to buy Alloy Enterprises, which makes direct liquid cooling components. The conclusion is that the two largest suppliers are building full chains from the central plant to the chip, which is the equipment base on which a managed cooling contract can be written.

Connected service is the other condition. In May 2026 a Johnson Controls executive said that the security concern which kept chillers off networks has been cleared with hyperscalers, while data ownership and storage remain unresolved and no workable model yet balances the interests of both sides. The conclusion is that remote monitoring, which a performance contract needs to measure and bill cooling, is technically ready, and the remaining task is a data agreement that operators accept.

The brief treats outcome-based cooling contracts as an emerging signal with a nine year horizon to 2035. It identifies which manufacturers, operators and financiers move first and what each means for contracts, connected service and data center cooling. It is a focused 101-page decision brief that presents an indicative trajectory rather than a segmented market model.

Brief Snapshot
ParameterDetails
Forward horizon2026–2035 (9 years)
Emerging forceOutcome-based cooling contracts in which the provider finances, owns and operates cooling for data centers and industry
Technology readinessPay-per-use contracts for commercial buildings in routine use; data center and liquid cooling contracts in early use
Indicative market size & forecastThe outcome-based cooling contracts market, covering cooling supplied under pay-per-use, performance guarantee and managed service contracts in which the provider finances, installs, owns or operates the cooling plant for data centers, industrial sites and large commercial buildings, measured by annual contract revenue, and excluding cooling equipment sales, conventional maintenance contracts and district cooling tariffs, is valued at USD 3.0–4.5 billion in 2026 and is projected to reach USD 9.76–14.63 billion by 2035, at a CAGR of 14%
Mainstream inflection~2032, when data center and industrial outcome contracts operate at scale and are a standard route for large cooling loads
Signal strengthTrane and Johnson Controls each agreed liquid cooling acquisitions in February 2026 and connected chiller service moved toward data centers in May 2026
Primary beneficiariesProviders with installed base and service reach; providers with connected monitoring; providers with financing partners
Brief length / format101 pages · PDF + executive summary deck · instant delivery

Understanding the Technology

A cooling contract based on outcome moves ownership of the chillers and pumps from the customer to the provider. The customer pays for cooling delivered, and the provider takes the risk of equipment cost, efficiency and uptime. The Basel Agency reports that utilities such as electricity and water make up about 80% of lifetime costs of cooling, over a contract life of 15 years. The conclusion is that a provider that runs the plant efficiently keeps the main share of the saving, which aligns its interest with that of the customer.

Efficiency of the equipment sets the margin. Johnson Controls states that its purpose-built data center chillers are 40% more energy efficient than those used two years earlier and use 44% less space, and its YDAM magnetic bearing chiller provides 3.5 MW of cooling. The conclusion is that the cost of delivering a unit of cooling is falling quickly, so a provider that signs a long contract can lock in gains that it keeps.

Liquid cooling changes the equipment under contract. LiquidStack sells direct-to-chip, single-phase immersion and two-phase immersion cooling for AI data centers, and Johnson Controls Silent-Aire CDU platform serves liquid cooling capacities from 500 kW to over 10 MW. The conclusion is that the contract unit in data centers is moving from the chiller to the full thermal chain from plant to chip.

Remote monitoring makes billing and service possible. Johnson Controls states that connected service lets it or a specialist monitor performance in real time, order parts before planned visits and offset a shortage of technicians through preventive maintenance. The conclusion is that connectivity lowers the cost of service for the provider, which is a condition for taking on uptime guarantees.

The limits are contract length and credit risk, operator trust for critical cooling and data ownership and security. The brief tests each limit against the cost trajectory to 2035.

Market Outlook

The outcome-based cooling contracts market, covering cooling supplied under pay-per-use, performance guarantee and managed service contracts in which the provider finances, installs, owns or operates the cooling plant for data centers, industrial sites and large commercial buildings, measured by annual contract revenue, and excluding cooling equipment sales, conventional maintenance contracts and district cooling tariffs, is valued at USD 3.0–4.5 billion in 2026 and is projected to reach USD 9.76–14.63 billion by 2035, at a CAGR of 14%.

The 2026 base rests on cooling contracts signed with data center operators, industrial users and large commercial buildings in the Middle East, Europe, North America, Asia and Latin America. Growth then follows data center cooling load, the share of cooling plant financed by the provider and the number of connected chillers under service.

The forecast is sensitive to operator trust for critical cooling, data ownership agreements and the cost of financing long contracts.

Scenarios

The base case assumes hyperscalers accept connected service and a data ownership model emerges, bringing the inflection to about 2032 and a 2035 value near the middle of the range. An accelerated case assumes large operators sign outcome contracts for new capacity early and financiers fund them, bringing the inflection to 2030 and lifting the 2035 value to the top of the range. A delayed case assumes operators keep ownership of critical cooling and data disputes persist, moving the inflection to 2034 and holding growth at the bottom of the range.

Factors Behind Growth

Growth drivers

  • Data center cooling demand.
  • Capital cost avoidance.
  • Energy cost and efficiency gains.
  • Technician shortages and maintenance cost.

Enablers

  • Monitoring and connected service advances.
  • Liquid cooling and chiller advances.
  • Savings and efficiency evidence.
  • Manufacturer and financier partnerships.

Restraints and barriers

  • Contract length and credit risk.
  • Operator trust for critical cooling.
  • Data ownership and security.
  • Differences in national rules and standards.

The Forces at Play

The direction of cooling-as-a-service is set by customer demand for capital-free cooling, manufacturer and investor funding, the share of energy and utility cost in cooling, advances in monitoring and connected service, and the readiness of operators and providers to sign long outcome contracts.

Adoption Outlook

How the shift is likely to unfold across three time horizons.

Near term2026–2028
Pay-per-use contracts for commercial buildings

Providers extend pay-per-use contracts in buildings and begin pilots in data centers.

Mid term2028–2032
Connected chillers and liquid cooling contracts

Connected service and liquid cooling contracts spread to more data center operators.

Long term2032–2035
Standard route for large cooling loads

Outcome contracts are a standard route for large data center and industrial cooling loads.

Latest Strategic Developments

DateDevelopmentTypeSignificance
Nov 2020The Basel Agency for Sustainable Energy reports its Cooling as a Service initiative has passed USD 50 million of investmentProgrammeShows the model in use in Africa, Latin America and Asia
Sep 2023Johnson Controls announces a capital-free pay-per-use cooling offer to launch with a customer in the United Arab EmiratesProduct launchBrings a large manufacturer into the contract model
Dec 2025Trane agrees to buy data center thermal management assets from Stellar Energy International, including two Florida assembly plantsAcquisitionAdds data center capacity to a supplier of cooling
Feb 2026Trane Technologies agrees to buy LiquidStack, a provider of direct-to-chip and immersion cooling for data centersAcquisitionAdds liquid cooling to a full thermal chain
Feb 2026Johnson Controls signs an agreement to acquire Alloy Enterprises, a maker of direct liquid cooling componentsAcquisitionAdds chip-level cooling technology
May 2026Johnson Controls says data center operators are expected to move from on-premises chillers to network-connected systems and that the security barrier has been cleared with hyperscalersServiceShows readiness of remote monitoring for performance contracts

Key Players & Competitive Landscape

The key participants in outcome-based cooling contracts and cooling-as-a-service include Johnson Controls International plc, Trane Technologies plc, Carrier Global Corporation, Daikin Industries, Ltd., Danfoss A/S, ENGIE SA, Schneider Electric SE, Vertiv Holdings Co, Siemens AG, Honeywell International Inc., Mitsubishi Electric Corporation, LG Electronics Inc., Equinix, Inc., Digital Realty Trust, Inc., Microsoft Corporation, Alphabet Inc., Amazon.com, Inc., Veolia Environnement SA, Eaton Corporation plc, Modine Manufacturing Company, Munters Group AB, Alfa Laval AB, GEA Group AG, Lennox International Inc., Atlas Copco AB, Hitachi, Ltd., NVIDIA Corporation, Meta Platforms, Inc., Oracle Corporation, Nippon Telegraph and Telephone Corporation, Iron Mountain Incorporated, Alibaba Group Holding Limited, Tencent Holdings Limited, the Basel Agency for Sustainable Energy, the CaaS Alliance, the United Nations Environment Programme, Climate Policy Initiative, ASHRAE, the Open Compute Project Foundation and the International Energy Agency.

The brief profiles representative participants in each archetype and assesses which are positioned to lead as data center and industrial outcome contracts scale.

Johnson Controls, Trane, Carrier and Daikin lead among HVAC and cooling manufacturers, Vertiv, Schneider Electric and Eaton lead among power and thermal system providers, and Equinix, Digital Realty and Microsoft lead among data center operators and technology firms. Competitive intensity is rising as manufacturers buy liquid cooling technology and compete to write the first large data center cooling contracts.

ArchetypeRepresentative playersPosition in 2026Outlook to 2035
HVAC and cooling manufacturersJohnson Controls, Trane, Carrier, Daikin, Danfoss, Mitsubishi Electric, LG Electronics, Modine, Munters, Alfa Laval, GEA, Lennox, HitachiChillers, liquid cooling and serviceOffer cooling as a contract with connected service
Power and thermal system providersVertiv, Schneider Electric, Siemens, Honeywell, Eaton, Atlas CopcoPower, cooling and controls for data centersAdd managed thermal services
Energy service and utility companiesENGIE, VeoliaEnergy services and long term operation contractsFinance and run cooling plants under contract
Data center operators and technology firmsEquinix, Digital Realty, Microsoft, Alphabet, Amazon, Meta, Oracle, NVIDIA, NTT, Iron Mountain, Alibaba, TencentLarge and growing cooling loadChoose between owning and contracting cooling
Programmes and industry bodiesBasel Agency for Sustainable Energy, CaaS Alliance, United Nations Environment Programme, Climate Policy Initiative, ASHRAE, Open Compute Project Foundation, International Energy AgencyProgrammes, standards and dataSet standards and spread contract models

Where value migrates.

In 2026 value sits with manufacturers that supply cooling equipment and service, and with energy service companies that run plants under long contracts. By 2032 it moves toward providers with connected monitoring, installed base and financing partners, because these let a provider take on uptime guarantees at an acceptable cost. By 2035 it settles with outcome contracts as a standard route for large cooling loads, where service reach, connected data and financing carry the margin. Margins hold for providers that run efficient plants and keep customers on long contracts, and narrow for equipment sales without service.

Who Will Win — and Why

The archetypes best positioned to capture value as the shift matures.

Providers with installed base and service reach

A large installed base and field service reach let a provider quote guarantees with confidence and win contract renewals.

Providers with connected monitoring

Real time data lets a provider measure cooling delivered, bill accurately and fix problems before they cause downtime.

Providers with financing partners

Access to long term capital lets a provider carry the equipment on its balance sheet and offer the capital-free contract.

Regulatory Landscape

JurisdictionMilestoneIndicative timingEffect on adoption
International, Basel Agency for Sustainable Energy Cooling as a Service programmeProgramme created by the agency that passed USD 50 million of investment, with over 50 members in the CaaS AllianceMilestone reported November 2020Provides a model and network for outcome cooling contracts
United Arab Emirates, Johnson Controls pay-per-use cooling offerCapital-free pay-per-use cooling managed over the equipment lifecycle, launching with a customer in the United Arab EmiratesAnnounced September 2023Shows a major manufacturer offering the model in the Gulf
United States, Johnson Controls connected chiller serviceExpected move of data center chillers from on-premises to network-connected systems after security concerns were cleared with hyperscalersMay 2026Enables remote monitoring needed for performance contracts
United States, Alloy Enterprises acquisitionJohnson Controls acquisition of Alloy Enterprises, closing expected in fiscal third quarter of 2026 subject to regulatory approvalsAnnounced February 2026Adds chip-level cooling to the Johnson Controls range

Investment Signals

Trane and Johnson Controls acquisitions in liquid cooling, connected chiller service moving toward data centers and a pay-per-use offer from a major manufacturer support growth, while contract length and credit risk, operator trust for critical cooling and data ownership hold back the pace.

Operators that insist on owning critical cooling, unresolved data ownership and weak financing could slow progress. The brief therefore tracks four indicators: contracted cooling capacity, number of connected chillers, data center outcome contracts signed and cost per unit of cooling.

Pay-per-use contracts for commercial buildings first, then connected chillers and liquid cooling contracts, then standard route status for large loads is the expected order of change.

Questions This Brief Answers

01What is cooling-as-a-service, and how do outcome-based contracts differ from equipment purchase?
02What is the market size in 2026, and what is the forecast to 2035?
03Which technologies are advancing?
04What factors are driving growth, and what barriers remain?
05Which key participants are active, and which archetypes are positioned to win?
06What are the latest developments?
07How will connected service and liquid cooling contracts shape the market between 2026 and 2035?
08What should data centers, cooling providers and financiers do now?

Strategic Implications

  • Data centers and industrial users: compare contracted cooling with ownership on total cost and uptime guarantees, and agree early on who owns operating data, because that issue decides whether a contract can be signed.
  • Cooling providers: build connected service and financing partnerships, because a provider must monitor performance and carry the equipment to take on outcome risk.
  • Financiers and owners: assess the credit of counterparties and the efficiency of the equipment, because long contracts depend on both.
  • Investors: favour providers with installed base, connected monitoring and financing partners over those that sell equipment without service.
  • Regulators and standards bodies: set clear rules for efficiency and data security in connected cooling and for the accounting treatment of long service contracts.
Analyst Perspective

"Cooling is a utility that data centers have always bought as a machine. The next nine years decide how much of it they buy as a service."

Lead Foresight Analyst
Industrial · Meticulous Next™

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