A research lab & computational engine modeling threshold architecture, microclimate gradients, and quiet living via Claude AI.
Analyzing natural light deceleration, acoustic rebound, and natural timber surface friction through proprietary LLM prompts.
Modern architecture replaced thresholds with raw glass and synthetic laminates. We are using LLMs to reverse sensory exhaustion.
In Japanese vernacular structures, the threshold is not an opening—it is a physical buffer: Engawa (perimeter porch), Hisashi (deep eaves), and Genkan (sunken transition). Each regulates thermal transfer, dust, and psychological decompression.
Our platform combines physical field sensor measurements with Claude's contextual reasoning to give architects an intelligent copilot for natural living environments.
Bridging structural engineering with spatial emotional intelligence.
Computes how stepped entries and sliding Shoji partitions absorb exterior noise and buffer humidity without mechanical air circulation.
Generates timber slat spacing recommendations based on seasonal sun angles to convert harsh direct glare into diffused tactile shadows.
Indexes unsealed white oak, acoustic plaster, and tatami surfaces to reduce visual distraction and cognitive fatigue for residential occupants.
For Anthropic ecosystem reviews, architectural collaborations, and advisory.