Automating Cabinet Design: Converting Architectural Drawings into 3D Models with AI

Architectural drawings already contain everything needed to build cabinet layouts. Dimensions. Appliance spacing. But most of this information exists in PDF drawings, which are designed for humans, not machines. When cabinet designs move into production, someone usually needs to manually: interpret the drawing rebuild the layout in CAD generate a 3D model verify measurements That process is slow and repetitive. We recently worked on a system designed to automate this workflow by converting cabinet drawings directly into structured 3D data. The interesting part wasn’t the AI model itself.