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# **Cleanliness Evaluator**

**Evaluate cleanliness from images, score results against defined standards and automatically identify sites that require attention. Create consistent, image-based evidence across facilities, vehicles, accommodation and operational environments.**

### Washroom · End of shift

Site B · Block 04 · 10:42 · Maria L.

Needs attention

Reviewed in **6 sec**

Manual review + write-up **~1 min**

#### Recleaning required

Water marks and residue detected. The team has been notified — a quick re-clean and re-submission will close this task.

Next steps for the team

- Wipe down water marks on surfaces and tiles
- Clean residue around the dispenser
- Re-submit photo when complete

What this means for your operation

### Hours back to your team, every week

Illustrative impact for a team handling ~600 cleaning checks per day across sites

6

seconds per check

vs. ~1 minute manually

45

hours saved / week

across the operation

98%

photos auto-reviewed

only edge cases reach you

$68k

saved per year

in supervisor time alone

## Real-World Cleanliness Use Cases

**Used across facilities, hospitality, transport and field operations to automate cleaning verification workflows.**

### **Commercial Offices & Facilities**

Verify standards across offices, campuses, shopping centres and shared facilities.

### **Hospitality & Short-Term Rentals**

Check room readiness between guests and maintain presentation standards.

### **Public Transport & Shared Spaces**

Identify litter, spills and visible hygiene issues across trains, stations and public areas.

### **Vehicles & Equipment**

Assess rental cars, vans, cabins or field assets after use.

1

### Capture cleaning evidence

Teams submit photos from mobile devices, inspection workflows, QR-code checkpoints or existing operational systems.

2

### AI reviews the image

The Cleanliness Evaluator checks for visible issues such as spills, clutter, residue, presentation problems and incomplete cleaning.

3

### Only exceptions reach supervisors

Routine submissions can be approved automatically while failed checks or unusual conditions are escalated for supervisor review.

Operational outputs

- Cleanliness scores
- Issue detection
- Supervisor review queues
- Audit-ready evidence
- PDF reports
- Escalation workflows

## **Cleanliness Evaluator in Action**

**See how teams use the Cleanliness Evaluator across facilities, transport and distributed operations.**

Efficiency

General

**Cleaning Quality Assurance**

Automatically verify cleaning quality across multiple sites with image-based scoring, issue detection and clear accountability.

Visibility

General

**Public Space Cleanliness Monitoring**

Detect litter, spills and hygiene issues from images to improve standards across trains, stations and shared facilities.