{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/e4b7b8a700bf405e99b5f818b092eea3\" frameborder=\"0\" width=\"1278\" height=\"958\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":958,"width":1278,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":958,"thumbnail_width":1278,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/e4b7b8a700bf405e99b5f818b092eea3-547d501bd1dcd0f2.gif","duration":253.821,"title":"Automated NBC 2016 Fire BOQ Estimation Engine","description":"This demo video presents an automated BOQ estimation engine built for India NBC 2016 fire code that converts CAD drawings into 3D commercial proposals. The system accepts a DWG or DXF upload and generates an estimate in about 24 seconds, producing a dashboard with scope and status plus cost breakdowns for basic materials, agency overheads, agency profit, and grand total. It uses client-specific rate cards and is scope aware, refusing to fabricate whole-building items when only partial scope such as a device sheet or a floor is provided. The video also shows how DWG processing requires converting to DXF before geometry extraction, and how outputs are delivered as a client-facing PDF and editable Excel file."}