Databricks

Databricks provides a unified Data Intelligence Platform for data, analytics, and AI. It enables enterprises to build, deploy, and manage machine learning and generative AI applications with a focus on data governance and security. The platform offers various tools for data engineering, warehousing, and AI development, supporting custom model training and integration with existing tools.

Databricks offers a comprehensive Data Intelligence Platform that aligns well with the OpenAI Platform's features. It provides API access for building and deploying ML and GenAI applications, including specific mentions of 'Mosaic AI Gateway' and 'Mosaic AI Model Serving'. The platform emphasizes 'unified governance for all data, analytics and AI assets' and 'strong governance and security', which covers the safety and alignment framework. Databricks also explicitly mentions 'fine-tuning' and 'pre-training' models, indicating support for custom models. Their focus on enterprise solutions is evident through their 'Enterprise' pricing tier and customer stories. Furthermore, the platform supports 'Shutterstock ImageAI' for image generation, 'code generation' through natural language assistance, and 'multimodal AI' capabilities. Their 'Mosaic Research Blog' and various publications demonstrate a commitment to research.