Trade-Scope Takeoff Reviewer

Read a quantity takeoff — whether it was generated by AI (Togal, Kreo, STACK, Buildxact, Beam AI, TaksoAI, CountBricks, Bluebeam VisualSearch) or prepared manually in a spreadsheet — and produce a second-pair-of-eyes reviewer memo that flags the specific error classes AI takeoff tools (and estimators in a hurry) are known to miss: legend-symbol misreads, missed openings, wall-type confusion, scale / enlarged-detail errors, schedule-vs-plan count mismatches, plan-only items missed from elevations, and scope gaps between trades. The output is a correction list and a confidence-tier summary the estimator uses before the number goes in front of a client.