The archviz.node.lab workflow suites are specifically developed for architectural visualization and interior design workflows.

These are advanced Img2Img-based AI workflows: input image → workflow settings → AI transformation.

The quality of the final result strongly depends on the quality and suitability of the input image.

All example results shown in this shop were created using my own workflow suites and carefully prepared source images.

Generative AI is a creative process guided by the user through image input, prompts, and workflow settings.



The workflow acts as the interface between your creative intention and the AI model - it provides control, structure, and consistency, but it does not replace professional image preparation.

For professional visualization projects, AI generation is usually one step in a larger process. Final image refinement and post-processing remain an essential part of achieving high-quality results.

These workflows are designed for users who want to create professional AI-assisted visualizations -

not to transform arbitrary images into perfect results with one click.

Before purchasing, please check the following FAQ to make sure these workflows match your setup.

01

What exactly do I get when purchasing a workflow?

You receive a professionally developed ComfyUI workflow package designed for AI-assisted architectural visualization. Each product includes the workflow files, required setup information, and documentation to help you install and use the workflow.

02

Are these standalone applications?

No. The products are ComfyUI workflow suites and require an existing ComfyUI installation. ComfyUI is an open-source node-based AI workflow platform that must be installed separately.

03

Is ComfyUI included with my purchase?

No. ComfyUI itself is not included. You will receive documentation explaining how to install the required environment.

04

Are the required AI models included?

Due to model licensing and file sizes, models are usually not included. The documentation explains which models are required and where they can be obtained.

05

What hardware do I need?

AI image generation requires a capable GPU.

Recommended minimum:

• NVIDIA GPU with at least 8 GB VRAM
• 16 GB system RAM
• SSD storage

For high-resolution architectural workflows, more VRAM is recommended.

06

Do the workflows work on Mac or AMD GPUs?

The workflows are primarily developed and tested on NVIDIA GPUs with CUDA support. Compatibility with other hardware configurations may vary.

07

Are these workflows suitable for professional architectural visualization?

Yes. The workflows are specifically developed for AI-assisted architectural visualization workflows.

They are designed for practical use cases such as:

• architectural image enhancement
• interior visualization
• exterior visualization
• material and atmosphere refinement
• creative AI production pipelines

The workflows are developed with a focus on realistic results, controllable processes, and integration into professional visualization workflows.

08

Can I use the workflows for commercial projects?

Yes. The workflows are created for professional creative workflows and are intended to support commercial visualization projects.

The workflow suites are currently optimized for FLUX.2 [klein] models by Black Forest Labs.

Please note that AI model licenses are separate from the workflow license:

• FLUX.2 [klein] 4B is released under the Apache 2.0 license and allows commercial use of the model.
• FLUX.2 [klein] 9B is released under the FLUX Non-Commercial License. While generated images may be used according to the applicable terms, commercial deployment or redistribution of the model itself may require additional licensing.

Please always review the current license terms of the AI models and third-party components used in your workflow.

The archviz.node.lab workflow license covers the workflow files and custom development, not third-party AI model licenses.

09

Do I need previous ComfyUI experience?

Basic knowledge of ComfyUI and AI image generation is recommended. The workflows are designed for users who want to work with advanced AI pipelines and are comfortable installing models and custom nodes. The exclusively archviz.node.lab custom nodes make it easy to work with this suites.

10

Who are these workflows made for?

They are designed for architects, architectural visualizers, designers, artists, and AI creators who want to integrate advanced AI workflows into professional visualization pipelines.