Custom AI chips and networking hardware drive Broadcom's growing influence among hyperscalers. The company leverages its dominance in data center connectivity to capture more inference and training workloads. This positioning makes it a primary hardware play beyond Nvidia. Investors now track its ability to scale custom silicon for massive cloud providers.