PIVOT!

PIVOT turns room videos into interactive 3D scenes to help users explore accessibility and rearrange furniture. Powered by Meta’s Muse Spark, SAM 3.1 and MapAnything, it combines natural-language requests with geometric checks for collisions, clearances and movement paths. Users can upload videos, try new furniture and generate printable moving plans through a multilingual web interface.