SAMPLE · Tech tool (Compass) · nail-salon swap · the timer that feeds the GM dashboard's efficiency leg
M
Mimi · today's chair
Senior artist · Ooo La La, Frisco
The same Compass staff tool grooming uses — a one-tap active-time timer per service. It captures the active minutes the margin engine and GM dashboard read. Only the service list (nail) and capacity word (station) are swapped.
In progress · Station 2 · illustrative sample timer
Gel manicure + L1 art
Guest: Priya R. · benchmark 45 min (+10 art = 55)
38:12
On pace — 17 min to benchmark
Today's book — 6 appointments
9:00a
Classic manicureGuest: Dana K. · 30 min bench
28m ✓
9:45a
Acrylic full setGuest: Lena M. · 75 min bench
71m ✓
11:15a
Gel manicure + artGuest: Priya R. · 55 min bench
now
12:30p
Spa pedicureGuest: Tomás V. · 55 min bench
upcoming
1:30p
Dip powderGuest: Asha P. · 60 min bench
upcoming
2:45p
Acrylic fillGuest: Bree N. · 45 min bench
upcoming
Mimi this week — active time vs benchmark
Service
Mimi avg
Bench
vs bench
n
Gel manicure
43m
45m
96%
9
Acrylic full set
71m
75m
95%
5
Dip powder
58m
60m
97%
4
Spa pedicure
54m
55m
98%
6
Mimi runs ~96% of benchmark — fast and consistent. This is the data the GM dashboard's coaching panel reads; it would pair her with Bao (the ramping tech flagged at 120–132%) for a speed session.
Sources: benchmarks from active-time-benchmark.json (Polish Pops, BTArtbox, Booksy). Times shown are SAMPLE captures — real ones come from the live timer once Compass launches for Ooo La La. Same record shape as grooming: {tenant, tech_id, service_key, active_min, ts}.