Overview
Each card is a kitchen × defect cluster far above the other kitchens. Click one to see the complaints.
Average daily orders per kitchen against the 180-order break-even
Forecast orders, dinner roster and predicted dinner prep time for tomorrow
Daily orders across the area. The shaded week was hidden from the model and forecast one day ahead.
Actual orders against forecast. Blue: busier than forecast. Red: quieter.
Forecast orders turned into prep quantities
Predicted prep time per kitchen: dot is the typical order, bar runs to the bad case (9 in 10 orders beat it), diamond is the actual average.
Tomorrow's forecast replayed through the kitchen line with the rostered cooks, one more, and two more
Defects ranked, with the running share of complaints. Fix the few left of the 80% line first.
Complaints per kitchen and defect. Click a cell to filter the list below.
Last night's 20 complaints, tagged by keyword rules and by Claude, scored against a human reviewer
Forecast error (WAPE) per meal slot, lower is better
Extra error in minutes when each input is scrambled