⚡Frontlion AI · Staffing read
Thursday 11–1 runs 14 visits over capacity — pushing waits past the point where walk-aways accelerate.
8 min
Abandonment acceleration point
walk-aways ×3 beyond this
Forecast demand vs. scheduled capacity
By hour · next 7 days · gaps flagged
Demand
Capacity
Gap
Forecast: 42 visits · Capacity: 28 · Gap: −14
Overstaffing & Understaffing by Day & Time
Scheduled vs. forecast · this week
Under
Over
Balanced
9a11a1p3p5p
Mon
Tue
Wed
Thu
Fri
Sat
Sun
Thu 11–1: understaffed — the gap pushing waits up
Recommendations — tied to specific demand windows
Confidence HighCost neutral
+Thursday 11 AM – 1 PM
Add 1 sales associate. Covers the −14 gap · keeps waits under the 8-min acceleration point.
Apply to schedule →
Confidence High
+Saturday 2 – 4 PM
Add 1 flex associate. Weekend pickup spike — forecast +22% vs. average Saturday.
Apply to schedule →
Confidence Med
−Tuesday 9 – 11 AM
Reduce 1 associate. Overstaffed ×1.4 for forecast — shift the hour to Thursday.
Apply to schedule →
✓Recommendation applied to next week's schedule.
⚡
Cost-neutral rebalance: move 1 associate-hour Tue 9 AM → Thu 11 AM. Thursday stays under 8 min — the point where walk-aways triple.
SNOOZEAPPLY ALL