1400 Riverbend Way, Burnaby · BC. Quantity, labour hours and bid rate reconciled into a productivity factor per scope item.
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.
Scope items tracked
3
3 reconciled to a factor
Lowest factor
0.60
on 2026-08-18
Open alerts
1
1 critical
Records held back
2
1 unmapped, 1 abstained
Productivity against bid rate
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
Needs attention
CRITICAL · 2026-08-18
Drywall — Level 5 board hang — north wing installing 40% below bid rate (3.63 vs 6.00 sheets/hr)
Correlated conditions on the same captures:
Material staging blocking corridor at L5 north (blocked_access, confidence 0.79)
Mechanical rough-in working same corridor (stacked_trades, confidence 0.74)
Assistant · fills forms and explains numbers. It never sets a quantity,
an abstention, or a face-blur declaration — those stay yours.