We deliver high-performance AI offerings primarily through on-premises hardware and cloud-based solutions. Customers can also use a hybrid approach and train models on premises and then leverage our inference cloud in production, benefiting from flexible capacity that can scale with demand. We use a combination of direct sales and partnerships to address the rapidly growing AI market. On-Premises Hardware Solutions. We sell our hardware platform to leading organizations who seek maximum security over their data and their AI infrastructure, fulfilling their needs for high-performance AI compute on premises. Each system combines tightly integrated hardware and software and includes a renewable software subscription that provides continuous updates and upgrades. Cloud and Other Services. We also provide access to Cerebras high-performance AI compute through Cerebras Cloud as well as through our partner cloud platforms, including AWS Marketplace, Microsoft Marketplace, IBM?watsonx?Model Gateway,?OpenRouter, Hugging Face, and?Vercel?AI Gateway. These offerings enable customers to utilize the full capabilities of our AI supercomputers without incurring the capital expenditures associated with building or maintaining on-premises infrastructure, and without the operational complexity of assembling and managing training or inference software. Customers can begin to use our cloud resources within minutes.