Intelligent Systems
Deployed computational engines, each documented as a case: the problem, the approach, the system, the measured result. Live demos and walkthrough recordings replace static renders.
ROI OPTIMIZER
Cloud engine binding every square meter of high-rise geometry to live financial data. Programmatic distribution and ROI recalculate in the browser as the design moves.
Tested on Austin + Tokyo market data ▪ real-time optimization Full case study
APEX
Computational design framework for mixed-use towers. Code, structure, program, and climate run as live constraints inside generation, not as checks after it.
78% solar gain reduction (Singapore test) ▪ 10+ validated configurations per site Full case study
YIELD COPILOT
An AI financial analyst inside the design process. Natural language questions against BIM geometry, RSMeans cost data, and a trained valuation model.
91% R² valuation ▪ answers in under 20s ▪ $480K savings surfaced in test Full case study
ASSET INTELLIGENCE
Property valuation model trained on 182,241 Boston records. Screens acquisitions in milliseconds from observable features alone, no assessment data required.
90.8% R² ▪ 3.8% error on a live listing test Full case study
INTEGRATIVE PERFORMANCE
Multi-team performance data, normalized to one scale and pushed into native Revit gradients, tags, and schedules. The model reports its own health.
92 models aggregated ▪ 5 disciplines on one 0-1 scale Full case study
MENTOR
Multi-agent AI tutoring system built exclusively for each institution. Measurable learning outcomes, institutional knowledge that stays in-house.
Enterprise knowledge retrieval ▪ higher education Full case study
