Key Players
Competitive Landscape
Competition in AI cooling remote diagnostics platforms runs through four business models: thermal-analytics software specialists, integrated critical-infrastructure groups, cooling-equipment OEMs and building-control suppliers. The field shifted materially in 2025 as AI racks pushed control software closer to liquid loops and manufacturers began packaging diagnostics with cooling hardware. Data-center operators now separate passive monitoring from software that can diagnose a plant condition and recommend a safe response.
Closed-loop cooling intelligence became a clearer investment priority in 2025 as Airedale by Modine released Cooling AI in April for predictive cooling control. LG Electronics signed an October 2025 MOU with SK Enmove and Green Revolution Cooling for AI data-center immersion cooling demonstrations. Manufacturers now compete on verified sensing, plant integration and the time required to turn diagnosis into an auditable corrective action.
Company developments mapped to drivers, trends and opportunities (2026-2036)
| Development | Driver | Trend | Opportunity |
|---|---|---|---|
| Schneider Electric - September 2025 complete liquid-cooling portfolio | Higher rack densities require linked chip, CDU and plant cooling decisions. | Integrated infrastructure groups are placing more of the thermal chain under one control and service offer. | Diagnostics can be sold with commissioning and lifecycle support for integrated liquid-cooling estates. |
| Daikin Applied - December 2025 advanced data-center R&D test lab | Hyperscale operators require test evidence before adopting new cooling and control combinations. | Cooling OEMs are expanding test infrastructure for high-density thermal systems. | Remote diagnostic logic can be validated against wider chiller and air-handler operating ranges. |
| Vertiv - July 2026 Tognana manufacturing and testing expansion | AI projects require more chiller capacity plus integrated validation under high-density loads. | Regional manufacturing is being paired with thermal-chain testing for liquid-cooled facilities. | Diagnostics can enter commissioning and lifecycle service contracts as installed cooling capacity expands. |
EkkoSense, LG Electronics, Johnson Controls, Airedale by Modine and STULZ compete outside the three-row development table through analytics, controls and high-density cooling offers.
Source: Future Market Insights, AI Datacenter Liquid Cooling and Data Center Infrastructure Management Market Reports, 2026-2036.
Together the reviewed companies cover rack-side sensing, coolant distribution, plant control, digital twins and remote service for the main AI data-center cooling architectures.
Who leads the AI cooling remote diagnostics platforms market?
No public source establishes a verified share leader for AI cooling remote diagnostics platforms, so a single-company ranking would overstate available evidence. Schneider Electric, Vertiv and LG Electronics show broad documented coverage of cooling equipment plus software control among the reviewed companies.
Which suppliers have documented qualification or quality approvals?
LG Electronics has NVIDIA infrastructure validation for its 600 kW CDU after testing against more than 100 technical criteria. Schneider Electric also publishes validated AI reference designs developed with major semiconductor partners for large AI data-center deployments.
Which companies provide hybrid air and liquid cooling diagnostic products?
EkkoSense supports hybrid air-and-liquid optimization in EkkoSoft Critical for mixed cooling rooms that require continuous thermal supervision. Airedale by Modine, Schneider Electric, Daikin Applied, LG Electronics and Johnson Controls pair connected controls with hybrid or liquid-cooling equipment.
Which suppliers serve North America and Europe?
Schneider Electric, Vertiv, Johnson Controls, Airedale by Modine and STULZ document substantial operations in both North America and Europe. EkkoSense also serves both regions through direct operations and partner networks for data-center optimization projects.
Representative Company Overview
| Company | Positioning | Verified Development |
|---|---|---|
| EkkoSense | AI thermal analytics specialist covering hybrid air-liquid optimization and vendor-agnostic cooling anomaly diagnosis | In May 2025, partnered with Meikyo Electric to expand EkkoSoft Critical distribution and support in Japan. |
| Schneider Electric | Global critical-infrastructure group spanning CDUs, chillers, dry coolers, digital twins and data-center controls | In February 2026, opened its first Indian Motivair liquid-cooling production site in Bengaluru. |
| Daikin Applied | Cooling OEM extending from chillers into rack-level hybrid and direct-to-chip systems | In August 2025, completed the acquisition of DDC Solutions and its high-density hybrid cooling management software. |
| LG Electronics | Chip-to-chiller cooling provider with BECON control and sensor-fault prediction | In August 2025, became cooling solutions provider for a large AI data center under construction in Jakarta. |
| Vertiv | Critical-infrastructure provider linking cooling hardware with monitoring, simulation and predictive services | In July 2025, announced a collaboration with Oklo on integrated power and thermal management for next-generation data centers. |
| Johnson Controls | Building-control and thermal-management group spanning Metasys, chillers and high-capacity CDUs | In May 2026, completed the acquisition of Alloy Enterprises to expand high-performance data-center thermal management. |
| Airedale by Modine | Data-center cooling specialist with supervisory controls, CDUs, chillers and regional manufacturing | In August 2025, opened a Chennai manufacturing facility for Airedale data-center cooling products in Asia-Pacific. |
| STULZ | Precision-cooling specialist with rack cooling, liquid systems and integrated control interfaces | In January 2026, introduced a new CyberRack Active Rear Door model for high-density and AI applications. |
Research Methodology
The companies mapped here illustrate the market structure rather than an exhaustive ranking. Inclusion requires current, verifiable evidence that a company supplies remote cooling diagnostics, predictive thermal analytics, centralized cooling control or integrated monitoring for AI data centers within the defined market scope. Evidence comes from regulatory approvals, third-party certifications, company announcements, product documentation and public filings. Capabilities are attributed to the stated cooling analytics platform, DCIM/control layer, CDU/chiller control system or thermal-management service line rather than generalised across broader corporate portfolios. Market-share estimates remain proprietary FMI assessments for the forecast period.
