Rafay

Rafay provides a cloud-native PaaS layer for managing AI and Kubernetes infrastructure across various environments. It focuses on accelerating AI/ML adoption by offering GPU PaaS and MLOps tooling, enabling enterprises and service providers to deploy and manage AI applications efficiently and securely.

Rafay offers a platform for managing AI and Kubernetes infrastructure, which aligns with the idea's focus on providing AI capabilities to developers and enterprises. While Rafay doesn't directly offer conversational AI or multimodal generation models, it provides the underlying infrastructure and tooling (GPU PaaS, MLOps) that enables the deployment and management of such AI applications. The platform explicitly mentions API access for managing operations and offers enterprise-grade solutions for security and compliance. However, it does not directly provide AI models or features like fine-tuning, image generation, or code generation, but rather the environment for these to be built and deployed.