Drift below bid rate, with the jobsite conditions found on the same captures. The conditions are what turn a number into a claim a PM can act on and an adjudicator can read.
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.
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.