Semiconductor equipment manufacturer Lam Research is working to integrate artificial intelligence and advanced sensing technology into its manufacturing tools while planning expansion across the United States, according to the company’s chief executive.
The California-based company, which provides equipment to major chipmakers including Micron Technology and Taiwan Semiconductor Manufacturing Co, has seen its stock price surge over 75% this year due to strong demand for AI chip manufacturing equipment.
During a Thursday interview, Lam CEO Tim Archer outlined the company’s two-year strategy to enhance its tools with additional sensors that collect data for AI analysis. This technology would help identify production issues and inefficiencies earlier in the manufacturing process, enabling customers to produce higher-quality chips with fewer defects on silicon wafers.
Archer shared these details while hosting a venture capital competition at the company’s Fremont, California headquarters, where Lam awarded $250,000 to startup Lightfinder.
The Massachusetts Institute of Technology spinout has developed technology to miniaturize chip measurement tools, making them small and affordable enough to integrate directly into existing manufacturing equipment rather than requiring separate processing steps.
“The more data you collect from the machine itself, or from the wafer, the better your models can be about predicting what’s happening and starting to really react to problems in the system,” Archer said. “What AI is allowing us to do … is basically identify conditions in the system that we didn’t know were a problem before.”
The CEO also verified that Lam will establish an additional facility in the Phoenix area to serve customers like TSMC, while increasing investments at its California headquarters where manufacturing operations continue.
According to December reporting by the Phoenix Business Journal, Lam purchased a 148,000-square-foot building near TSMC’s large-scale factories for more than $45 million, though specific plans for the facility remain undisclosed.
“Clearly, we see Arizona as a place that we need to be from the standpoint of supporting (customers),” Archer said. “I think you’ll very soon see more investment coming here in the Fremont area.”
