AI now gobbling up power and management chips for servers

The Register / 4/23/2026

💬 OpinionDeveloper Stack & InfrastructureSignals & Early TrendsIndustry & Market Moves

Key Points

  • The article argues that the rise of AI workloads is driving demand not only for compute, but also for higher power capacity and specialized management chips in servers.
  • Vendors are increasingly shifting toward more profitable server components in response to AI-driven infrastructure needs, squeezing parts of the general-purpose server supply chain.
  • This change increases total power and platform management complexity for data centers, affecting server design, procurement, and operations.
  • The author frames the net effect as “bad news” for multiple traditional server components as market attention moves toward AI-optimized hardware.

AI now gobbling up power and management chips for servers

Bad news for multiple general server components as vendors switch to more lucrative gear

Thu 23 Apr 2026 // 12:59 UTC

The chip shortage is spreading to power and management controller silicon, threatening server shipments as vendors prioritize capacity for higher-margin AI server products.

Market watcher TrendForce has downgraded its server shipment grwoth forecast for the whole of 2026 from 20 percent to 13 percent due to extended lead times for multiple general server components.

DRAM

Say goodbye to budget PCs and smartphones – memory is too expensive now

READ MORE

The memory chip supply crisis is familiar to Reg readers: manufacturers shifted capacity toward high-margin server DRAM and HBM for AI infrastructure, starving the market of standard DRAM and NAND and driving prices up.

The "AI effect" is now spreading to server CPUs and even hard disk drives, as manufacturing capacity gets soaked up in satisfying the requirements of the biggest cloud providers.

TrendForce says demand for general-purpose servers remains steady, however, lead times for some of these key components are stretching to nearly a year.

Now, says the analyst, lead times for power management chips (PMICs) and Baseboard Management Controllers have also lengthened considerably too. Both are vital components for servers, and - once again - AI-driven demand for datacenter products is a major part of the problem.

AI servers are typically stuffed with high performance hardware including GPU accelerators and so consume substantially more power than general-purpose systems. They are prioritized by PMIC suppliers, as they need higher value, high-current-density products.

Making matters worse, Samsung plans to shut down its 8-inch wafer fabrication plant in Korea, further squeezing PMIC capacity for general servers, TrendForce claims, with lead times expected to run between to 35 to 40 weeks. Samsung has not confirmed its closure but has also not denied reports dating back to January 2026.

PMICs and similar low-complexity chips rely on older, mature process nodes - typically 8-inch wafer fabs - but investment gravitates toward the more profitable cutting-edge processes churning out CPUs and GPUs.

This same dynamic played out during the post-Covid chip shortage, when a lack of mature process capacity left the automotive sector scrambling as car demand rebounded.

Trendforce isn't alone on its forecast: PMIC designer uPI Semi expects a shortage in power IC supplies throughout 2026, driven by surging demand from AI servers, according to reports.

Global 8-inch wafer capacity is also projected to shrink this year by distributor Kynix Semiconductor, which says described a "Perfect Storm" for the analog chip supply chain.

It is a similar picture for BMCs, the management chips fitted to server motherboards to monitor system health, among other functions. Due to limited foundry capacity, suppliers are prioritizing higher-margin AI-specific chip orders, Trendforce reports, again reducing the availability for general-purpose products.  As result, it expects to see lead times for other customers running out to 21 to 26 weeks.

All of this is likely to hit enterprise buyers the hardest, as the biggest customers including the global cloud operators will likely have locked in their orders well in advance.

Strong demand for AI servers from AWS, Microsoft, Google et al is expected to see shipment growth in that sector of approximately 28 percent in 2026, Trendforce says. ®

More about

TIP US OFF

Send us news