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14 I-CONNECT007 MAGAZINE I OCTOBER 2026 M KS I N C. S P OT L I G H T densities, unlocking bandwidth performance critical to AI training and inference, while driving throughput. Finally, at the top of the stack reside the GPU die and HBM towers, where power density peaks and data throughput explodes. Thermal manage- ment becomes mission-critical. Uniform deposition, precise thin-film control, and contamination-free processing directly impact efficiency and long- term reliability. Here again, MKS has combined capabilities across vacuum control, photonics, and advanced materials enable stable, repeatable manufacturing processes that withstand the esca- lating demands of AI hardware. Integration as Strategic Differentiation Many companies contribute individual technologies to AI infrastructure with production equipment/sub- systems, specialty chemistries, laser technologies, vacuum solutions, process control and analytical in- struments, or metrology systems. The MKS strategic advantage lies in its ability to integrate and optimize across these domains. Through its advanced materials portfolio, MKS enables ultra-fine copper interconnect forma- tion, diffusion barrier control, and surface prepa- ration optimized for hybrid bonding and high density routing. Through its photonics technolo- gies, including precision laser systems and optical components, MKS supports accurate via forma- tion, material structuring, and high-volume manu- facturing scalability. Through its vacuum solutions division, MKS ensures stable pressure control, gas flow precision, and contamination mitigation essen- tial for plasma activation, thin-film deposition, and advanced packaging processes. This integration allows manufacturers to address complexity holistically rather than in isolated steps. As AI architecture grows more intricate, yield and performance depend on the seamless coordination of multiple process technologies. The MKS Optimize the Interconnect® approach reflects this system- level philosophy, aligning materials, equipment, and process control into unified manufacturing solutions. Enabling the Future of AI Infrastructure The next decade of AI growth will be defined by increasing data center density, higher HBM stack counts, more advanced packaging architectures,