Fireworks Virtual Cloud is a platform designed to simplify the management of GPU deployments for AI applications, offering a scalable and reliable solution that supports over 18 global regions across eight cloud providers. It abstracts the complexities of handling hardware failures and scaling workloads, enabling users to focus on creating exceptional product experiences. The platform leverages the latest hardware from NVIDIA and AMD, including cutting-edge GPUs like the NVIDIA B200s, and employs a workload-aware infrastructure to optimize performance. Fireworks also provides flexible global scheduling and high reliability, with features like prompt caching and multi-tiered traffic routing, ensuring efficient and uninterrupted service despite potential hardware failures. Additionally, the platform supports a bring-your-own-cloud (BYOC) option for enterprises needing to maintain data security and control over their hosting environment.