Constructech Underwriter — Page 3

Cross-referencing specs against door schedules is where the real Division 8 work begins.

Why specialty software beats broad platforms for door hardware takeoffs.

Generalist platforms miss the cross-document coordination Division 8 takeoff demands.

Division 8 takeoff requires reconciling two documents, not counting from one.

Trade-specific software solves the reconciliation problem general tools can't.

AI tools excel at counting doors but still need humans to catch spec contradictions that cost jobs.

High-confidence AI detections still miss what specs don't show on drawings.

Teaching AI to interpret hardware specs as estimators do, not just extract data from them.

AI extracts door data fast, but can't resolve spec conflicts that require human judgment.

Specialized AI outperforms general tools at Division 8 takeoffs because matching beats measuring.

AI extracts volume faster but humans judge the calls that determine if bids hold.