Singapore's BDx launches 640MW data center project in West Java

The trace

How it reaches your house.

Starting from Server Chassis and Power Infrastructure, we walked the supply graph hop by hop to the goods you buy and the companies you own. Each step is the engine’s reasoning, scored for confidence and cited where a source backs it.

1. First impact

   Servers and cloud hardware →Prices rise

   Server Chassis and Power Infrastructure

   The new data-center buildout directly increases demand for server racks, chassis, and power gear, creating the clearest upward price pressure among the inputs.

   88% confidence

   Servers and cloud hardware →Prices rise

   AI Training GPU (H100/H200/B200 class)

   A larger AI cloud buildout that supports GPU cloud services should increase demand for AI accelerators, tightening GPU supply and lifting prices.

   84% confidence

   Vertiv Holdings Co. →Stands to benefit

   Server Chassis and Power Infrastructure

   Bitdeer’s added 65.1MW AI facility raises demand for data-center power and related infrastructure, and Vertiv has a sizable 30% market share in this input with moderate substitutability and long replacement lead time, so Vertiv is a clear beneficiary.

2. Hop 2

   High-Bandwidth Memory (HBM3/HBM3E) →Stands to benefit

   SK HynixHXSCL

   HBM demand tied to AI server buildout should favor the largest HBM supplier, and SK Hynix's 62% share plus long replacement lead time make the transmission strong.

   88% confidence

   AI Training GPU (H100/H200/B200 class) →Stands to benefit

   Taiwan Semiconductor Manufacturing Company (TSMC)TSM

   Higher demand for AI training GPUs feeds directly into TSMC's foundry demand, and its 100% share with sole-qualified-supplier status makes the effect very strong.

   86% confidence

   High-Bandwidth Memory (HBM3/HBM3E) →Stands to benefit

3. Hop 3

   Automatic Transfer Switch (ATS) →Stands to benefit

   ASCO Power Technologies (Schneider Electric)

   ASCO is the largest listed ATS supplier at 45% share, so higher ATS demand should most strongly lift its orders.

   90% confidence

   SK Hynix →Prices rise

   High-Bandwidth Memory (HBM3/HBM3E)

   Bitdeer's added AI capacity raises demand for HBM in training GPUs, and SK Hynix's 62% share with low substitutability makes pricing pressure strong.

   87% confidence

   Automatic Transfer Switch (ATS) →Stands to benefit

   Eaton Corporation

4. Hop 4

   ASCO Power Technologies (Cummins) →supply up

   Automatic Transfer Switch (ATS)

   Bitdeer’s added AI/datacenter capacity raises demand for power infrastructure, so ASCO’s ATS output should become more available; the effect is moderate given ASCO’s 15% market share and 16-month replacement lead time.

   76% confidence

   Generac Holdings →Stands to benefit

   Automatic Transfer Switch (ATS)

   A larger AI data-center buildout should lift demand for backup-power switching gear, benefiting Generac's ATS line; the cited 15% share gives the transmission weight.

   69% confidence

   Eaton Corporation →Prices rise

   Automatic Transfer Switch (ATS)