Housekeeping Room Inspection from Photos

• Executive Housekeeper
• Housekeeping Supervisor
• Rooms Division Manager
• Quality Manager for hotel groups

Every departure room should be inspected before it is released for sale, but on a day with many check-outs and early arrivals, supervisors cannot walk every room. A missing towel, a used glass, hair in the shower or a stain on the linen then reaches a guest, and often a review.

We build a room inspection flow in a phone app that housekeeping already carries. After cleaning, the attendant takes photos from a short set of fixed angles for the room type: bed, bathroom, vanity, amenities tray, minibar and floor. Vision models check each photo against your standard, for example bed made with the correct linen and cushions, towels and amenities present and placed, no visible stains or litter, minibar stocked and nothing left behind. Rooms that pass with high confidence get a light supervisor check; failures and uncertain photos go to the supervisor with the exact issue marked. Damage creates a maintenance ticket, and the PMS room status changes only after supervisor sign-off.

• Guided photo capture per room type with fixed angles
• Checks for bed making, towels, amenities placement and minibar stock
• Detection of visible stains, litter, used items and items left behind
• Damage spotting for fittings, furniture and soft furnishings, with maintenance tickets
• Supervisor queue prioritised by failures, uncertainty and arrival times
• Room condition record at release for complaint handling and coaching

1. 01Capture after cleaningThe attendant photographs the room from the fixed angles defined for that room type.
2. 02Check against the standardVision models compare each photo with the room standard and score each item.
3. 03Decide the routePassing rooms go to a light check, and failed or uncertain items go to the supervisor with the issue marked.
4. 04Supervisor inspectionThe supervisor confirms or corrects the result, physically for flagged rooms, and the attendant fixes any issues.
5. 05Release and logAfter sign-off the PMS room status updates to inspected, and photos are stored with the room record.
6. 06Report and coachWeekly reports show recurring misses by item and floor for training.

1. Capture
   • Housekeeping mobile app with angle guides
   • Room type standards and reference photos
2. Vision checks
   • Item presence and placement models
   • Stain, litter and damage detection
   • Image quality checks
3. Workflow
   • Supervisor priority queue
   • Maintenance ticket creation
   • PMS room status update after sign-off
4. Records and reporting
   • Room condition photo archive
   • Weekly item and floor reports

Supervisors sign off every room before it is released and physically inspect all flagged rooms. Results are used for coaching, and any disciplinary step stays with the executive housekeeper and HR.

• Hotel PMS for room status and arrivals
• Maintenance or work order system
• Housekeeping apps or WhatsApp for task alerts
• Cloud storage for room photos
• Quality audit dashboards for hotel groups

• Photos taken only in vacant rooms after check-out, never with guests or their belongings in frame
• Room status changes only after supervisor sign-off
• Confidence shown for each item, and uncertain items never auto-pass
• Results not used for automatic penalties
• Reference standards updated whenever room design or amenities change

• Photo capture is limited to vacant rooms so guest privacy is not affected.
• Staff are told how photos and results are used, in line with DPDP Act 2023 notice and purpose principles.

• Hospitality & Travel

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  Review Response and Reputation Automation

  Collect reviews from Google, OTAs and Tripadvisor, draft specific replies in your voice, route complaints to the GM and turn recurring themes into weekly actions for each department.

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