Samsung is building a Korean production base for AI-data-center cooling
On September 21 Samsung Electronics broke ground on a new FläktGroup HVAC production line at its Gwangju site. The company is investing about KRW 240 billion in a 21,800-square-meter facility scheduled to begin operation in early 2028.
The site is intended to serve HVAC demand from AI data centers and advanced manufacturing facilities, with coolant distribution units among the key products.
The significance is not only factory capacity. Samsung is moving capabilities from the FläktGroup acquisition into a Korean operating and manufacturing base.
A day later, LG added both NVIDIA qualification and a new AI-data-center chiller
LG Electronics announced that its large CDU qualified as NVIDIA DSX Ready. LG's English corporate release specifies 2.6MW, while the Korean newsroom describes the same product as 2.5MW-class.
LG is extending from 600kW and 1MW CDUs toward MW-scale centralized cooling and describes the broader portfolio as Chip-to-Chiller.
Its newly launched air-cooled centrifugal chiller is designed to restore full cooling capacity within three minutes after power returns following an outage. Cooling is becoming infrastructure for compute uptime, not simply a building utility.
Why old HVAC capability is becoming more valuable in the AI era
High-density accelerators create extreme power and thermal loads. Compute capacity cannot scale if power and cooling do not scale with it.
That pulls refrigeration, thermal-fluid engineering, compressors, heat exchange, pumps, refrigerants, motors, inverters and controls into the AI-infrastructure stack.
The capability did not suddenly appear. The market buying the capability changed.
Samsung and LG did not suddenly become completely different companies
LG has spent decades building capabilities in air conditioning, compressors, motors, inverters, refrigerants and controls. Samsung already operated appliance and HVAC businesses and then strengthened commercial and industrial HVAC through the FläktGroup acquisition.
The structure is therefore closer to Existing Capability → New Strategic Market than to a zero-to-one entry into an unfamiliar industry.
AI-data-center demand is changing the strategic position of capabilities the companies already owned.
Hiring shows the shift becoming organizational
In February LG recruited for data-center cooling engineering, domestic and international sales, and advanced CDU development. Public role descriptions included planning and development of data-center-specific air cooling and fan-wall-unit design.
FläktGroup Korea is also recruiting around its newly established Gwangju manufacturing facility, including roles that coordinate finance, logistics, procurement, vendors and government agencies, while an engineering-manager opening is also listed for Gwangju.
Job postings do not prove commercial success. They do show that the new market is beginning to create explicit organizational ownership.
The AI talent market expands beyond AI developers
AI talent discussions often begin with researchers, machine-learning engineers and data scientists. Industrial AI infrastructure requires a much broader layer.
Thermal management, HVAC, liquid cooling, power, controls, facilities, system integration, manufacturing and quality all become part of the AI-infrastructure talent stack.
These are not newly invented occupations. AI changes which market they belong to and which companies compete for them.
BANSEOG VIEW | AI is not only repricing AI technology
Samsung's investment is a factory story and LG's NVIDIA qualification is a product story. Viewed together, they show AI infrastructure redefining the market for established industrial capabilities.
The companies did not suddenly become 'cooling companies.' Existing thermal, HVAC, controls and manufacturing capabilities acquired a new strategic destination.
The useful question is no longer only which industry a company belongs to, but which capability it already owns that a new market has suddenly become willing to pay more for.
BANSEOG VIEW
Banseog View — Existing Capability → New Strategic Market
Samsung's Gwangju HVAC investment and LG's CDU/chiller expansion show AI data centers redefining the market for established cooling and thermal capabilities.
Hiring in cooling engineering, CDU development and new-facility operations shows the product shift beginning to form organizational responsibilities.
AI Infrastructure Talent includes people from thermal, HVAC, power, controls, facilities and integration—not only AI software.
SOURCES
Primary sources and references
- Samsung Newsroom Korea — FläktGroup HVAC production line groundbreaking
Sep. 21, 2026. KRW 240bn investment, early-2028 operation and AI-data-center/advanced-manufacturing demand.
- LG Electronics Newsroom — NVIDIA DSX Ready CDU
Sep. 22, 2026. Korean official release describes the unit as 2.5MW-class.
- LG — 2.6MW CDU Qualifies as NVIDIA DSX Ready
English official release specifies 2.6MW.
- LG — Air-Cooled Centrifugal Chiller for AI Data Centers
Confirms three-minute recovery design and LG's cooling-control/core-component stack.
- Yonhap — LG data-center cooling recruitment
Feb. 16, 2026. Data-center cooling engineering, sales and advanced CDU-development hiring.
- FläktGroup Korea — Gwangju manufacturing facility role
Current role describes start-up operations for the newly established Gwangju manufacturing facility.
LG's Korean official newsroom describes the large CDU as 2.5MW-class while LG's English corporate release specifies 2.6MW. Job postings are used as signals of organizational responsibility, not as proof of commercial success or undisclosed large-scale hiring.