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.

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Cleanliness Evaluation

Stop checking cleaning photos by hand.

Tiliter reviews every cleaning photo the moment it's submitted — flagging issues, approving good work, and freeing your supervisors from hours of manual review.

Submitted photo

Washroom · End of shift

Site B · Block 04 · 10:42 · Maria L.
Reviewing…
Cleaning verification photo
Reviewed in — sec
Manual review + write-up ~1 min
!
Evaluating

Reviewing the photo

Tiliter is checking surfaces, fixtures, floor and bin against your cleaning standard.

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.

How it works

Built for real operational workflows

The Cleanliness Evaluator fits into existing cleaning and QA processes by automatically reviewing submitted photos and returning structured operational results.

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
Customer examples

Cleanliness Evaluator in Action

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

Clean office corridor with polished floors and tidy windows

Efficiency

General

Cleaning Quality Assurance

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

Clean train carriage interior with empty seats and floor, monitored for cleanliness using Tiliter's Vision agents

Visibility

General

Public Space Cleanliness Monitoring

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

Ready to automate cleaning audits?

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