K
Demand Lever
by Kova Labs
Demand Heatmap
Predicted capacity utilization by hour
LowMedHigh
Mon 3/23
Tue 3/24
Wed 3/25
Thu 3/26
Fri 3/27
Sat 3/28
Sun 3/29
10AM
20%
20%
30%
30%
50%
40%
20%
12PM
30%
30%
40%
40%
60%
50%
30%
2PM
50%
50%
60%
60%
80%
70%
50%
5PM
60%
60%
70%
70%
90%
85%
60%
8PM
40%
40%
50%
60%
95%
100%
70%
11PM
30%
30%
40%
40%
70%
60%
40%
Staffing Recommendations
AI-optimized schedule based on predicted demand
| Day | Baseline | Recommended | Delta | Reason |
|---|---|---|---|---|
| Mon 3/23 | 4 | 4 | — | Normal weekday |
| Tue 3/24 | 4 | 4 | — | Normal weekday |
| Wed 3/25 | 4 | 5 | +1 | Mid-week uptick |
| Thu 3/26 | 5 | 6 | +1 | Pre-event buildup |
| Fri 3/27 | 6 | 9 | +3 | SXSW Afterparty + Comedy Night |
| Sat 3/28 | 6 | 12 | +6 | ACL + UT Game + Farmers Market |
| Sun 3/29 | 5 | 8 | +3 | Austin Marathon + Private Event |
Active Alerts
2 unread
Surge Alert: Saturday 3/28CRITICAL2h ago
3 major events converge within 2mi radius. Predicted demand 2.4x baseline. Staff 12 minimum.
Friday Night SpikeHIGH5h ago
SXSW afterparty block on Rainey St. Expected 5,000+ foot traffic 8PM–2AM.