Cleaning and service robots in retail and hospitality: where they perform and where they don't

1. Autonomous cleaning: where it works

A cleaning robot makes the best use of its autonomy on large surfaces with fixed routines: overnight sweeping of corridors, scrubbing of lobbies or warehouse maintenance. Every pass is logged, with consistent coverage and schedules. Models: Keenon KLEENBOT C40, iTR iScrubbot 300, OrionStar CleaniBot C5.

2. Delivery in restaurants and casinos

Delivery robots run the route between the kitchen and the tables, or clear the dishes. Service gains speed and consistency at peak hours. Models: Keenon DINERBOT T9 and T10.

3. Guidance and customer service in venues

In hotels and corporate buildings, a robot can carry orders to rooms or guide visitors to an office. Models: Yunji SAIL, UBTECH Cruzr.

4. Where they don't perform

• Small or heavily furnished spaces, where the robot spends more time dodging than working.
• Floors with level changes, thick carpets or steps without an elevator.
• Peak congestion hours, if the route is not adjusted.

5. How to measure whether it works

Before the pilot, define three indicators: square meters cleaned or deliveries completed per shift, service times, and customer satisfaction. With that data, the decision to scale is objective.