Manual fire safety review is a critical bottleneck, causing weeks of delay and exposing projects to costly, late-stage redesigns for life safety violations. Automating this process directly reduces permit cycle time and mitigates the risk of catastrophic compliance failures. The architecture combines spatial analysis of CAD/BIM models, retrieval of localized code amendments, and rule-based reasoning to validate egress paths, door swings, and assembly ratings, flagging only complex judgments for fire marshal review.




