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Apply the Cleanliness Evaluator Agent across a wide range of industries to automate visual hygiene checks, reduce manual inspections, and improve consistency in cleanliness reporting:
in hospitality, commercial offices, short-term rentals or public venues
for shared vehicles, high-traffic rooms, or on-site inspections
Assess the condition of rental cars, shared vans, field cabins, or mobile equipment for mess, stains, or general disarray.
Confirm whether areas were properly cleaned after a shift, event, or maintenance session.
The agent analyses the visible condition of a room, surface, or environment and returns a cleanliness score from 1 to 5, based on visual indicators like mess, clutter, stains, or leftover items.
You simply provide an image - taken from a mobile phone, static camera, or inspection device - and receive structured output, including:
There’s no need to define objects or areas manually - the agent is trained to assess overall visual cleanliness, even in real-world conditions like poor lighting, shadows, or mixed layouts.
Explore real-world examples using the Cleanliness Evaluator Agent to assess surface hygiene, standardise quality checks, and support compliance across cleaning and maintenance workflows.
