AI for the Built Environment

Practical AI-assisted tools
for architectural workflows.

Building reproducible systems: Python scripts,
headed tools (Rhino/Grasshopper, Revit/Dynamo) + clear constraints. Not magic prompts.

ocean-currents
Computational Design
Rules, parameters, constraints, repeatable intent.
Python Scripting
Geometry, drawings, automation, auditability.
AI Assistance
Structure intent, generate/debug code, document systems.

Computational design systems

Parametric models that preserve intent: controllable geometry, readable parameters, and predictable behavior.

  • Constraint-first setup
  • Geometry that stays editable
  • Rationalization + documentation

Automation + AI assist (headed)

AI supports drafting and debugging, but production stays inside Rhino/Revit where you can verify every step.

  • Scripted generators & checkers
  • Versioned assumptions
  • Hand-off ready outputs