research / 10 min read

Render Studio: Explicit Control, Transparent Results

Full architectural rendering workflow with Canon presets and pattern-based SVG operations. No natural language—explicit vocabulary, deterministic results.

    ┏━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
    ┃   FLOOR PLAN EDITOR    ┃      RENDER PREVIEW          ┃
    ┃                        ┃                              ┃
    ┃   ╔═══╗ ╔═══╗          ┃   ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓    ┃
    ┃   ║   ║ ║   ║ [Upload] ┃   ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓    ┃
    ┃   ╚═══╝ ╚═══╝          ┃   ▓▓▓▓▓   ▓▓▓▓▓   ▓▓▓▓▓▓    ┃
    ┃   ╔═════════════╗      ┃   ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓    ┃
    ┃   ║             ║      ┃   ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓    ┃
    ┃   ╚═════════════╝      ┃                              ┃
    ┣━━━━━━━━━━━━━━━━━━━━━━━━╋━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┫
    ┃ [🛋️][👥][🏷️][🗑️]       ┃  Materials: threshold-dwelling ┃
    ┃                        ┃  Lighting:  golden-hour       ┃
    ┃ [Undo(3)] [Reset]      ┃  Angle:     wide              ┃
    ┗━━━━━━━━━━━━━━━━━━━━━━━━┻━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛
             Explicit vocabulary. Deterministic results.

Boundary model

Explicit controls make AI rendering inspectable.

Named presets, pattern-based SVG operations, and visible conditioning replace natural-language ambiguity.

Plan

The floor plan stays editable.

Preset

Named choices constrain the render.

Condition

The AI input remains visible.

Result

The output can be traced back.

Floor Plan Editor

Upload an SVG floor plan or load the demo to begin.

The editor supports pattern-based operations—no natural language, explicit vocabulary.

Render Preview

ControlNet Conditioning

Conditioning preview appears here

Canon vs Fenestra

"See what the AI sees. Control what the AI does."

Canon Differentiation

Fenestra

  • 30-second renders
  • Natural language editing
  • Opaque conditioning
  • SaaS dependency

Render Studio

  • Explicit presets
  • Pattern-based operations
  • Visible conditioning
  • Self-hosted capability
Render PipelineControlNetSVGArchitectureAIPresetsCanon

Tests: heidegger-zuhandenheit, rams-principle-4, heidegger-aletheia, subtractive-triad