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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.