RunDiffusion offers cloud-based GPU workspaces and pre-configured AI tools designed to support professional creative workflows.
RunDiffusion presents its AI Inpainting & Material Selection Studio, a workflow developed for material studies and iterative design across interior and exterior architectural projects. Designed for both early exploration and late-stage validation, it enables teams to test and refine material decisions directly within images without rebuilding models or re-running full rendering pipelines.
The workflow provides a precise, cloud-based environment where designers can isolate and modify specific areas of an image, such as floors, countertops, furniture, wall finishes, or façade panels, while preserving the surrounding geometry, lighting, and composition. Through AI-powered inpainting and image editing tools, material alternatives and surface treatments can be evaluated quickly and accurately within a single visual context.
RunDiffusion integrates multiple established AI models, including Nano Banana Pro, Flux, Seedance, and GPT-Image, allowing users to perform targeted material swaps and visual refinements with minimal setup. This approach supports rapid comparison of finishes, textures, and material palettes without the need for complex re-texturing workflows or repeated render calculations.
Additional enhancement tools, such as "Magnific" allow images to be generative upscaled, add refined textures, micro-detail, improved lighting response, and human realism. The result is presentation-ready imagery that supports close inspection and informed client decision-making.
Product Benefits
- Precise material changes applied to selected areas without re-rendering entire scenes
- Accurate validation of finishes, surfaces, and material palettes within a consistent visual context
- Reduced time spent on re-texturing, lighting recalculations, and render revisions
- Generation of multiple material options in real time to support faster client approvals
- Improved visual quality through generative upscaling and refined surface detail
- Centralized access to widely established AI models through a single license and unified platform
- Delivery of presentation-ready visuals suitable for close review
- Enterprise-grade security ensured by private cloud workflows and the absence of third-party model training on customer data
- Centralized access management and governance through SSO, role-based access controls, user permission groups, and budget management tools
Availability
The AI Inpainting & Material Selection Studio tools are available within the RunDiffusion platform for individual designers, teams, and enterprise users. The workflows support both architectural and interior design applications, from early concept studies to late-stage material validation.
No local GPU infrastructure is required. All inpainting, editing, and enhancement processes operate within secure cloud workspaces, making the workflow suitable for internal reviews and client-facing presentations.
Explore RunDiffusion's product catalog or visit their website for more information.
