Productivity

Every reconciled factor, with the quantity and hours it was derived from.

Simulated data. Every capture in this demo is origin: "simulated" — invented, not recorded on a jobsite. These pages show how a productivity factor is derived. No model-accuracy figure is reported anywhere: simulated captures may train a model and may never measure one, so an accuracy number computed here would be meaningless.

DrywallLevel 4 board hang — north wing

0.98On rate

DrywallLevel 5 board hang — north wing

0.60Critical

FramingLevel 5 metal stud partitions

0.97On rate

Bid rate (1.00) — bars left of this line are installing slower than bid

Reconciled factors

Scope item	Date	Installed	Hours	Actual /hr	Bid /hr	Factor
Drywall Level 4 board hang — north wing	2026-08-17	47 sheets	8	5.88	6.00	0.98On rate
Drywall Level 5 board hang — north wing	2026-08-18	29 sheets	8	3.63	6.00	0.60Critical
Framing Level 5 metal stud partitions	2026-08-20	210 lin ft	12	17.50	18.00	0.97On rate

Factor is actual install rate ÷ bid rate. Below 1.00 is slower than bid. A scope item with hours but no measurable quantity produces no row at all — a gap is shown as a gap, never as a zero.