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AWS Expands Visual AI Capabilities with Stability AI Image Services in Bedrock
Amazon Web Services (AWS) announced the addition of nine new image editing tools from Stability AI to Amazon Bedrock, expanding its generative AI platform with professional-grade visual editing capabilities. The tools, available now in multiple regions, enable customers to build complete image workflows within Bedrock using the same managed security and compliance controls that support its foundation models.
The new Stability AI Image Services are divided into two categories: Edit and Control. Edit tools include Remove Background, Erase Object, Search and Recolor, Search and Replace, and Inpaint, while Control tools include Structure, Sketch, Style Guide, and Style Transfer. Together they allow developers and creative teams to automate and refine visual assets directly in AWS without external applications or custom infrastructure.
With these capabilities, AWS said businesses in marketing, retail, media, and e-commerce can streamline creative production workflows. Examples include recoloring product images for regional variants, converting designer sketches into photorealistic renders, or replacing objects in lifestyle photos without reshooting. Because the tools run inside Amazon Bedrock, users benefit from centralized access management, integrated logging, and the same APIs used for text and image generation models.
The integration reflects AWS's push to unify generative AI development across modalities, bringing image editing into the same platform used for model training, inference, and deployment. By embedding Stability AI's visual editing technology directly into Bedrock, AWS enables iterative visual creation at scale using a fully managed service model.
Developers can access the new features through the Bedrock console or via the standard InvokeModel API. AWS documentation includes code examples for using masks, performing style transfers, and applying custom brand palettes. The feature set builds on Bedrock's broader foundation model ecosystem, which now supports multiple third-party model providers across text, image, and video domains.
About the Author
David Ramel is an editor and writer at Converge 360.