Memory Chip Shortages May Raise Car and Appliance Costs
The pivot to AI hardware is squeezing supply for vehicles and appliances, potentially keeping prices elevated through 2028.
Updated on Oct. 16, 2026 in Auto Parts
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Surging demand for AI-focused memory chips is creating a supply crunch for automakers and home appliance manufacturers. This shift, which is driving up legacy component prices by up to 100%, could impact the availability and cost of new vehicle and appliance models through 2028.
Why it matters
Manufacturers are reallocating chip production capacity to meet the needs of cloud giants and AI developers, leaving less supply for essential car and appliance components. As demand for advanced infotainment and autonomous driving systems grows, this competition for resources is reshaping supply chains.
Global memory production is highly concentrated, with Micron, Samsung Electronics, and SK Hynix holding a 90% share of automotive DRAM. Micron has already pre-committed over 75% of its total 2027 memory production to key customers, creating significant supply bottlenecks.
The players
Micron Technology
A major U.S.-based semiconductor supplier that has pre-committed most of its 2027 memory output to high-demand clients.
Samsung Electronics
A leading global memory manufacturer based in South Korea that provides a significant portion of automotive DRAM.
SK Hynix
A South Korean chip manufacturer and one of the three primary companies controlling global automotive memory production.
Hyundai Motor Group
An automotive manufacturer that is vertically integrating by designing its own custom systems-on-chips.
The details
Memory manufacturers are prioritizing high-margin server lines over commodity parts, forcing a scarcity of legacy chips used in household items and standard vehicles. To mitigate this, appliance makers are working to compress and fine-tune on-device AI algorithms to function with less memory. Meanwhile, automakers like Hyundai Motor Group have started designing custom systems-on-chips to maintain control over their supply requirements.
Timeline
2024: Average memory per vehicle was 90GB.
2026: Average memory per vehicle is projected to reach 278GB.
2027: Micron has committed 75% of production to specific clients.
2028: Supply bottlenecks are expected to persist until this time.
The Home Front
This bottleneck marks a departure from typical inventory cycles by shifting manufacturing focus away from home appliances and passenger vehicles. It highlights how the rise of AI-driven electronics is competing with established 7- to 10-year vehicle and appliance replacement cycles.
If you are planning to purchase a new vehicle or high-tech appliance soon, expect potentially tighter availability and higher price points for the next several years. Keep an eye on model-year release updates, as manufacturers are actively adjusting software to manage memory limitations.
The takeaway
The AI-driven surge in chip demand means that legacy components are becoming more expensive and harder for manufacturers to secure. Keep this supply chain reality in mind when planning for long-term home or vehicle upgrades, as inventory constraints are likely to persist through 2028.
Further reading
For more on the current state of vehicle maintenance and component availability, explore our Auto Parts section.
Source note: This article includes information reported by 기술로 세상을 바꾸는 사람들의 놀이터.
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