Industry Context: Designing Faster in a Visual-First Industry

Interior designers and architects work in an industry that relies heavily on visual communication, yet the early design phase is still slow, manual, and subjective. Designers often spend hours:

• Sketching rough concepts

• Assembling mood boards

• Searching reference imagery

• Explaining abstract ideas to clients

These outdated processes create several challenges:

• Slow Iteration: Ideas take days to visualize

• Misalignment: Clients struggle to picture concepts from words alone

• Inconsistencies: Style interpretation varies between designers

• Inefficient Feedback: Delayed reviews lead to costly revisions

To compete in today’s fast-moving creative market, design professionals need smarter tools that can transform ideas into visuals instantly.

The Opportunity is Generating Interior Concepts from Text Using AI

By integrating text-to-image AI models into their workflow, design teams can:

• Generate room layouts and visual concepts from simple text prompts

• Explore multiple styles, lighting conditions, and furniture arrangements in seconds

• Communicate design intent visually without drawings or 3D renders

• Shorten feedback loops with clients and stakeholders

• Spark creative inspiration and iterate faster

With AI, turning an idea into a high-quality visual is no longer a multi-day process — it’s instant.

The Solution: Tuba Workflow to AI-Generated Interior Design Concepts

To show the flexibility of Tuba.AI, we built an end-to-end AI-powered design pipeline using Tuba Workflow Builder, no coding required. By integrating state-of-the-art models like Hugging Face's Stable Diffusion and OpenAI’s DALL·E, designers and architects can unlock faster and more creative workflows.

Key Steps Using Workflow on Tuba.AI

1. Drag input Text block in Tuba.AI workflow:

   
   

   

   
   

   1. We inserted input design prompt that can be understandable by the AI model

   2. You should describe the desired aesthetic (e.g., “modern Scandinavian living room with soft lighting and wooden furniture”).

      
      

2. Processing: Add ‘’Text To Image’’ Block

   
   

   

   
   

   Dragging the Text-to-image block and configure the block:

   • Model Version: Use either Hugging Face’s Stable Diffusion or OpenAI’s DALL·E to generate design variations.

   • Style: It’s the style you want to apply to the image (e.g., "Cinematic," "Anime"). This will modify the image’s appearance based on predefined themes.

   • Image size:

     • 1024x1024 (default)

     • 512x512

     • 2048x2048

   • Number of images: The number of images you want to generate.

     
     

2. Output: Generate & Visualize

   Instantly produce multiple concept images ready for presentation, comparison, or refinement.

   
   

   

   
   

Results

The model shows excellent understanding of modern luxury architectural design principles. These renderings capture key contemporary trends:

Sample Prompts & Visual Output

Prompt 1:

“A luxury modern living room with a large curved sofa, floor-to-ceiling windows overlooking the ocean, neutral color palette, soft ambient lighting, ultra-realistic”

The Result: The curved design with panoramic ocean views and subtle integrated lighting demonstrates sophisticated spatial awareness. The seamless blend of the circular seating area with the curved ceiling shows attention to cohesive design elements.

Prompt 2:

“A high-tech sustainable smart home with solar panels, floor-to-ceiling windows, and an open-concept living space, set in a lush green landscape”

The Result: Showcases innovative multi-level green architecture with exceptional integration into the natural landscape. The green roof and terraced design demonstrate forward-thinking sustainable luxury concepts while maintaining visual elegance.

Prompt 3:

“A luxurious house with floor-to-ceiling windows, a rooftop infinity pool, and a panoramic city view at sunset”

The Result: Presents a striking infinity pool with floor-to-ceiling glass, creating a dramatic connection between interior luxury and urban skyline views. The sunset lighting creates an aspirational atmosphere that effectively highlights the exclusive nature of the space.

In visual Tests:

All images display consistent high-quality rendering techniques with excellent attention to material textures, lighting conditions, and spatial relationships that create realistic yet aspirational architectural visualizations.

Additionally, the time response for generating these complex renderings was impressively fast, allowing for efficient workflow and design iteration.

This confirms that Tuba.AI’s Workflow Builder can produce robust, production-ready models that adapt to real variation in business needs.

Business Impact for Design Teams

Why Tuba.AI for Interior Design?

• No-Code AI Creativity: Bring concepts to life instantly without rendering software or design scripts.

• Rapid Ideation & Exploration: Experiment with lighting, materials, and room styles using simple prompts.

• Faster Approvals & Communication: Visuals speak louder than sketches, reduce ambiguity in client reviews.

• Scalable & Repeatable: Use prompt templates across projects and quickly generate options for every space.

Tuba.AI Workflow turns your design prompts into compelling visuals, helping designers move faster, pitch clearer, and unlock their creativity without traditional bottlenecks.

Recommended Prompts for Your Trial:

• A high-tech sustainable smart home with solar panels, floor-to-ceiling windows, and an open-concept living space, set in a lush green landscape

• A luxurious house with floor-to-ceiling windows, a rooftop infinity pool, and a panoramic city view at sunset

• A luxury modern living room with a large curved sofa, floor-to-ceiling windows overlooking the ocean, neutral color palette, soft ambient lighting, ultra-realistic

Ready to revolutionize how you visualize and communicate your design ideas?

Try Tuba Workflow today or Connect with our team to get started.