Siam Paradise · Week 21 · May 2026 · THB
● Live demo
Operations · Agent 01

Housekeeping Workforce Planner

Booking-based staff planning, permanent vs temporary workforce split, overtime risk, and financial impact simulation.

Suggested
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AI recommendation · Weekly

This week requires 86 attendant shifts. Permanent staff covers 70. Recommend 17 temporary shifts across 6 peak days, with priority on Wed. Forecast labour cost is ฿141,242, cost per cleaned room ฿170.

Rooms to Clean
8317d
Bookings + manual
Required Staff
86shifts
By productivity target
Permanent Available
70shifts
Core team / 7d
Temporary Needed
17shifts
Flexible labour
OT Risk
9hrs
After temp coverage
Forecast HK Cost
฿141k
Perm + temp + OT

Dynamic booking forecast · Weekly

Add forecast bookings by day. Staffing and cost update immediately.

10 rooms target
Mon
Extra bookings
Tue
Extra bookings
Wed
Extra bookings
Thu
Extra bookings
Fri
Extra bookings
Sat
Extra bookings
Sun
Extra bookings

Staff planning by day

DateRoomsReq.PermTempOTCostStatus
Mon112121020.0฿19,400Temp advised
Tue124131031.5฿20,782Temp advised
Wed149151054.5฿23,546High risk
Thu8791000.0฿17,500Covered
Fri104111010.0฿18,450Temp advised
Sat136141043.0฿22,164High risk
Sun119121020.0฿19,400Temp advised

Financial analysis

Cost / cleaned room
฿170
Budget variance
-5.8%
Incremental / booking
Permanent
฿123k
Temporary
฿16k
Overtime
฿3k
Neopetal AI InsightPeak pressure is Wed: 149 rooms need 15 attendants vs 10 permanent. Add 5 temporary attendants to reduce OT risk. If temporary supply is limited, shift the strongest permanent attendants to morning and mid-shift turns first.

Booking sensitivity scenarios

ScenarioRoomsReq.PermTempOTTotal costΔ vs base
Existing bookings8318670179.0฿141,242+฿0
+5% bookings87290702013.5฿145,388+฿4,146
+10% bookings91495702519.5฿151,866+฿10,624
+15% bookings95698702824.0฿156,012+฿14,770
Manual forecast8318670179.0฿141,242+฿0

Bookings occupancy vs workforce

40557085100047111418MonTueWedThuFriSatSun
Occupancy %Permanent staffTotal staff (perm + temp)
Left axis: % occupancyRight axis: # staff shifts

Roster detail

AttendantTypeShiftRoomsMin/RmOT hrsCostStatus
Somchai P.PermanentMorning14310฿1,750On target
Naree T.PermanentMorning16281.5฿2,181Watch
Apinya R.PermanentMorning12360฿1,750On target
Temp 01TemporaryMid10320฿950Recommended
Wipa S.PermanentMid17263฿2,613Over
Anong B.PermanentEvening14312.5฿2,469Over

Demo assumptions: 248-key hotel, 20 permanent housekeeping attendants per day, 9.6 rooms per attendant per shift baseline productivity, temporary cost set by user input, and overtime applied when operational demand exceeds recommended temporary coverage. Values are illustrative and should be connected to PMS, HR roster, payroll and event calendar data in production.