In modern architecture, AI is gradually transforming how we visualize and present spaces. One of its most promising applications is the ability to convert hand-drawn sketches or rough 3D models into highly realistic visual renderings, helping clients better understand spatial ideas from the very first concept phase.
Workflow: From Concept Sketch to AI-Enhanced Visualization

The AI-supported design workflow typically follows these three main stages:
- Sketching the Idea
Architects begin with hand drawings or rough digital sketches that convey the basic layout, proportions, and spatial intent. - Creating a Basic 3D Model
Using software like SketchUp, Revit, or Rhino, a rough 3D model is built. At this stage, the focus is on spatial planning, massing, and lighting—details can be minimal. - Generating Rendered Images with AI
AI tools such as Midjourney, D5 Render AI, Lumion AI, Stable diffusion or custom plugins can automatically render the 3D model into a photorealistic image. These tools apply materials, lighting, environment, and context to transform the sketch into an immersive visual experience.
Real Example

The image below demonstrates this transformation:
📌 Top: Rough 3D model – shows layout, basic materials, and lighting concept.
📌 Bottom: AI-enhanced rendering – realistic materials, natural lighting, lifelike textures and context, helping clients truly “feel” the space.
Limitations of AI in Architecture Today
While AI is impressively fast and convenient, it still cannot replace the role of an architect:
- AI lacks understanding of context, functionality, and building codes.
- Architecture is not just about making things look good—it must be accurate, safe, and purpose-driven, which only a human can ensure.
- AI-generated images should be considered concept tools, useful for communicating early-stage ideas to clients and design teams.
Conclusion
AI is a powerful assistant in the architectural design process—enhancing speed, visualization, and client experience. But at the heart of every great design is still human creativity. At ArchiWorkplace, we use AI as a tool, not a replacement—ensuring every project is infused with soul, intent, and professional integrity.