Cleanliness Monitoring in Trains and Public Facilities

In transport networks and public spaces, maintaining cleanliness is essential for safety, hygiene, and passenger satisfaction. But with high foot traffic and tight turnaround times, issues like litter, spills, and unclean surfaces often go unnoticed between manual checks.

Tiliter’s Cleanliness Evaluator uses Vision AI to automatically detect visible hygiene issues across public environments. By analysing routine photos captured by staff or fixed-position cameras, it flags potential problems in real time, helping cleaning teams respond faster and more effectively.

The agent detects:

• Litter or rubbish left behind on seats, floors, or bins
• Stains or spills on surfaces and entryways
• Unclean conditions in toilets or rest areas
• Mess or disorganisation in high-traffic zones

You can use it:

• On trains and buses between service intervals
• At stations, platforms, and waiting areas
• In public restrooms and shared amenities
• As part of safety audits or cleaning contracts

Rather than relying on reactive reporting, operators gain an automated layer of visibility - improving service quality, reducing complaints, and meeting hygiene standards more consistently.

Automated checks. Immediate feedback. Cleaner public spaces.