Cerebras Systems focuses on developing high-performance computing solutions, specifically for AI and deep learning workloads. The company is known for its Wafer-Scale Engine (WSE), the largest chip ever built, designed to handle massive AI computations. Their hardware systems, like the Cerebras CS-2, enable fast training and inference for large AI models by delivering high computational power and memory bandwidth.