Experiments in Spatial-AI Design
Spatial-AI experiments exploring how emotion, behavior, and intelligent environments shape the next generation of user experience.
Exploring how AI-shaped environments shift how we design behavior, emotion, and experience beyond the screen.
Applied Spatial-AI for Healthcare
These simulations explore how spatial interfaces can support clarity, safety, and decision-making in clinical environments, translating earlier worldbuilding principles into real medtech contexts.
A view of the room to study flow, visibility, and overall spatial rhythm.
A focused look at the bedside setup and how proximity shapes comfort and workflow.
A sweep of the secondary zone highlighting storage, prep, and spatial continuity.
Design Intent
Designing behavior, not just environments
Each world acts as a behavioral sketch, testing how pacing, movement, and spatial rhythm guide understanding before any interface appears. This parallels my enterprise work, where UX is shifting from page layouts to AI decision flows and adaptive experience logic.
Emotional architecture as a design tool
Bold palettes, soft geometry, and atmospheric tone became quick studies in how environments influence cognition, comfort, and trust. These patterns now inform my approach to somatic, responsible UX in medtech experiences.
Spatial prototyping = strategic foresight
Marble requires thinking like a systems architect: identifying the patterns that anchor a world and how an environment teaches a user to move or explore. The insights translate directly into how I design for agent behavior, clinical workflow intelligence, and personalization systems.
Beta Experiments
During Marble's private beta, I used their spatial-AI engine to explore a larger question in my work:
"How do we design intelligent systems in environments that move, shift, and respond like living spaces, not screens?"
These beta environments represent the foundation of my spatial-AI practice: fast, expressive studies where I explored how environment and emotion influence intelligent systems at their earliest stages.
AI-to-Spatial Translation Test
An underwater world created from a Midjourney still and rebuilt in Marble to explore emotion, depth, and environmental storytelling. A quick test in translating generative imagery into spatial presence.
These environments help me understand how people move, orient, and feel without relying on traditional interface patterns. The patterns from these explorations inform how I approach agent behavior, personalization logic, and multimodal UX.