Brown Advisory points out that NVIDIA has established leadership in all technical component layers of the AI technology stack and has heavily invested in an AI ecosystem based on its technology, driving the use of infrastructure products. The company's business has shifted from the cyclical nature of consumer and professional GPUs to a data center infrastructure platform economy, with market expansion far exceeding expectations. Brown Advisory also observed that various parts of the technical infrastructure surrounding NVIDIA (including optical networking demand, lasers, CPUs, TSMC's capital expenditure plans, fab equipment demand, and contract manufacturers assembling NVIDIA racks) all indicate that demand for NVIDIA equipment remains very strong and may be underestimated.