Image Generated With GPT Image 2.0 Data Is Becoming A Strategic Investment For decades, semiconductor investments have focused on fabs, process technologies, manufacturing equipment, and packaging innovations. While these remain critical, another area is demanding increasing attention: semiconductor data. Every stage of the semiconductor lifecycle generates valuable information, from design and process development to manufacturing, test, qualification, and field operation. As technologies such as chiplets, High Bandwidth Memory (HBM), advanced packaging, and sub-2nm nodes increase product complexity, the cost of generating meaningful silicon data continues to rise. Yet this data has become essential for making technical, manufacturing, and business decisions. Increasingly, semiconductor companies are recognizing that investments in data generation and analytics are just as important as investments in physical infrastructure. Data Reduces Manufacturing Risk Manufacturing risk grows with