{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/cb756eadab44430f994215ccbac4af62\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/cb756eadab44430f994215ccbac4af62-f770191a28cd1a6b.gif","duration":373.504,"title":"Bayou Builders Property Case Investigator Live Demo","description":"This Loom demonstrates Bayou Builders’ Property Case Investigator for identifying and resolving hidden Houston municipal code violations from unstructured open data. It targets issues like duplicate records and incorrect current status by normalizing municipal inspection rows, reducing 49 source rows to 14 distinct cases and isolating the correct HCAT parcel for addresses that share street numbers. The app runs an autonomous multi agent investigation within an 8 call and 90 second budget, then produces evidence grounded findings with deterministic safety gates that avoid claiming violations exist today. It also generates an interactive resolution checklist and maintains persistent human in the loop memory across devices, with the live application deployed on Render."}