SUAPP AI Glossary: 50 Terms for Spatial Design Workflows

SUAPP AI Glossary: 50 Terms for Spatial Design Workflows

AI design moves between briefs, sketches, renders, models, drawings, and presentations. Here are 50 terms used in SUAPP AI spatial-design workflows.

Generation and Core Capabilities

1. Text-to-image
A written description becomes an image.

2. Image-to-image
An existing render, photo, screenshot, or sketch guides a new image.

3. Text-to-concept
A brief becomes several visual directions for comparison.

4. Image-to-render
A model view, sketch, or reference becomes a presentation image.

5. Sketch-to-render
A rough drawing guides materials, atmosphere, and character.

6. Prompt
An instruction to an AI tool. Include space type, style, materials, context, key detail, and view.

7. Prompt structure
The order of information in a prompt. Clear constraints usually matter more than extra adjectives.

8. Negative instruction
A statement about what should not change, such as keeping roof geometry and window positions fixed.

9. Seed
A value that initializes generation. The same seed can help compare controlled prompt changes.

10. Aspect ratio
The relationship between image width and height, chosen for the intended output.

AI Model Categories

11. Generative model
Creates new content from instructions or references.

12. Diffusion model
An image-model family that reconstructs visual information from noise.

13. Foundation model
A broadly trained model that can support multiple tasks.

14. Fine-tuning
Additional training for a narrower style, subject, or behavior.

15. LoRA
A lightweight way to adapt a model without retraining it entirely.

16. Checkpoint
A saved model version; different versions may interpret a prompt differently.

17. Inference
When a trained model generates an output. Time varies by task and load.

18. Token
A unit of text processed by a language model, sometimes smaller than a word.

Conditioning and Control

19. Reference image
An image guiding form, material, composition, or atmosphere.

20. Image guidance
Using an input image to constrain generation. Stronger guidance generally preserves more of it.

21. Inpainting
Editing a selected region, such as a material or furniture item.

22. Outpainting
Extending an image beyond its edges for context or composition.

23. Mask
A selection that limits where edits can occur, protecting approved details.

24. Style reference
An image communicating materials, lighting, or graphic treatment.

25. Locking geometry
Preserving form, proportions, openings, or camera position while changing other attributes.

Architectural and Spatial Concepts

26. Massing
The simplified volume of a building or group of buildings, focusing on shape, scale, and proportion.

27. Elevation
A straight-on view of a façade showing openings, materials, levels, and vertical character.

28. Floor plan
A horizontal cut showing rooms, walls, circulation, and openings. AI-generated plans require professional checking before they can support buildable decisions.

29. Section
A vertical cut showing relationships between floors, ceilings, structure, terrain, and voids.

30. Axonometric view
A three-dimensional view in which parallel lines remain parallel, useful for explaining organization and assembly.

31. Spatial program
The spaces and activities a project must accommodate, including users, areas, adjacencies, and priorities.

32. Building typology
A building category such as courtyard house, school, office, hotel, or community center.

33. Schematic design
An early stage for testing organization, massing, circulation, and character before resolving every technical detail.

34. Concept phase
The stage where the main design idea is formed and compared with alternatives.

35. Material palette
The selected group of finishes and material relationships for a project.

Workflow and Practice

36. Moodboard
A collection of images, materials, colors, textures, and references that establishes visual direction.

37. Render
A visual representation of a three-dimensional model or scene. An AI-assisted image may interpret its source with more freedom than a conventional render.

38. Photoreal render
An image intended to resemble a photograph through lighting, materials, reflections, scale cues, and camera behavior. Realism does not prove technical correctness.

39. Hero image
The primary image used to present a project or design direction.

40. Presentation deck
A sequence of images, drawings, text, and diagrams used to explain a project.

41. Design brief
A concise statement of a project’s goals, users, site, constraints, atmosphere, and required outputs.

42. Iteration
A new version produced after reviewing the previous result. Change one variable at a time when you need a controlled comparison.

43. Workflow branching
Creating several directions from the same starting point, such as testing different materials while keeping the massing consistent.

44. Project context
The site, climate, use, users, constraints, and previous decisions surrounding a design task.

45. Design variant
A deliberate alternative to a current scheme that changes one or more meaningful decisions for comparison.

SUAPP AI Tools and Workflow Terms

46. SUAPP AIR / AI Render
The SUAPP AI tool for visual inspiration and image development from forms, sketches, screenshots, and photographs, with editing workflows for image refinement.

47. SUAPP AIC / AI Concept
The SUAPP AI tool for exploring visual directions from an early brief or idea.

48. SUAPP AIA / AI Animation
The SUAPP AI tool for turning still design imagery into motion for presentation workflows.

49. SUAPP AIM / AI Modeling
The SUAPP AI tool for generating 3D models from images or design intent and supporting editable model exploration.

50. SUAPP AIT and AIF
SUAPP AIT / AI Talk supports design-context dialogue and tasks such as images, models, presentations, and drawings. SUAPP AIF / AI Flow connects images, text, models, drawings, videos, and documents on one infinite canvas.

Related Terms Worth Knowing

CAD creates and edits precise drawings. BIM adds information and relationships to building elements. Parametric design uses rules to generate or adjust geometry. Photogrammetry reconstructs spatial information from photographs. Generative design explores solutions against defined goals and constraints.

These terms overlap with AI workflows but are not interchangeable. AI supports exploration and communication; professional tools and review remain necessary for precise or buildable information.

Frequently Asked Questions

Is AI replacing CAD or BIM?
No. AI tools can help explore, edit, explain, and communicate ideas. CAD and BIM remain important for precision, coordination, documentation, and project information.

Do I need all 50 terms before using SUAPP AI?
No. Start with prompt, reference image, massing, iteration, and design variant. Add technical terms as your workflow becomes more specific.

What is the difference between a render and an AI-generated image?
A render usually comes from a defined 3D scene. An AI-generated image may interpret a model view, sketch, photograph, or text prompt, so it can be more exploratory and may introduce changes that need checking.

Why can an image look realistic but still feel wrong?
Realism does not guarantee correct proportions, structure, circulation, materials, or site conditions. Compare the result with the source model and project brief.

How much project context should I include?
Include the information that changes the decision: building type, site or climate, users, key materials, important relationships, what must stay fixed, and the intended view.

Should I use a long prompt?
Not necessarily. Specific constraints are more useful than a long paragraph. Test a structured prompt and change one variable at a time.

Which terms matter when comparing AI design tools?
Compare input types, geometry preservation, editing controls, required outputs, and the boundary between inspiration and production-ready information.

Start a Conversation

Which term causes the most confusion in your workflow? Share a prompt, source image, or example from SUAPP AIR, AIC, AIA, AIM, AIT, or AIF, and say what you wanted to keep or change.