{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Built Different","title":"Episode 82: AI Agents Targeting Preconstruction Scoping Gaps","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/b1f4cafa\"></iframe>","width":"100%","height":180,"duration":258,"description":"Toronto-based construction tech firm Provision is deploying agentic AI tools designed to automate preconstruction scoping — the detailed breakdown of project scope that routinely gets skipped when bid timelines compress. Wildomar, California-based contractor ProWest Constructors has been using Provision's Scope AI to cut bid prep time from two weeks to one, and to close out subcontracting faster after award. For developers, GCs, and capital partners evaluating industrialized construction, this signals a near-term shift in how preconstruction risk gets identified and managed before a shovel...","thumbnail_url":"https://img.transistorcdn.com/FqhP0L_bpLui0_R4M_djHYuI024Y_echHiiRdD3XIA0/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9kMTY2/YWI4YzNkMzU5NDEz/MWRlZGY1MjY3MzA3/OWQxZS5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}