This Guidance demonstrates how you can integrate Stable Diffusion from Stability AI with Amazon SageMaker to build and scale generative artificial intelligence (AI) applications. It makes it possible for you to decouple interdependent, monolithic generative AI applications that are often restrictive and time-consuming to modify, and implement automatic scaling and expansion for tasks like image inferences and model training. With enhanced platform management functions, such as resource access control, and API support for backend integration, you can use this Guidance to adapt generative AI to the specific needs of your organization.