AI-driven high-speed computing and data transmission are driving up chip performance and cooling requirements worldwide, and Niching Industrial Corp. said its acquisition of Ming June Yuan will help improve profitability as the market shifts toward larger, hotter-running chips and more advanced thermal materials.