Where the work stands.
Report · start here
State of the work
The pipeline, machine-learning results, the prototype app and the moonshot.
Read the report≈ 8 min
8buildings converted to graphs
~900rooms · ~770 pieces of HVAC equipment · ~2,900 room-to-room links
25.8% vs 17%exact duct-zone prediction on unseen buildings, model vs baseline
Project viewerLive
Explore the buildings
Nine building graphs from eight real projects: rooms and HVAC systems in 3D/2D/graph views.
Open viewerDeckPDF
Pitch deck
Problem, product vision, technology pathway and business model.
View deckWeb appSoon
Rubber Duck app
Massing in, HVAC space reservations out. Prototype in progress — demo access coming.
Coming soonViewer
The interactive project viewer is limited to advisors and investors under active review; it is otherwise shown in live demos. Ask for access if you need it.