A leaking tap, missing linen, broken equipment, humidity, an access issue or a property that is not ready: in hospitality, problems are often first discovered on the ground.
The challenge is not simply reporting them. They need to be understood, prioritized, routed into the right workflow and followed until they are resolved.
StayClean has therefore introduced a new AI-powered issue management system inside its Business application.
From a field report to a structured operational case
The starting point is often a factual report submitted by a cleaning professional during or after an intervention.
Instead of leaving that information buried inside a report, StayClean can turn it into a structured issue.
The AI analyzes the original message without inventing additional facts, generates a professional summary and produces an initial recommendation for what should happen next.
Automatic priority levels
Not every issue deserves the same response.
A small missing item and a safety risk should not be handled in the same way.
The system therefore assigns a priority level ranging from low to critical. This helps operators focus attention on the cases that matter most first.
A taxonomy built for real properties
The AI does not simply generate free-form text.
Each issue is classified into a structured parent category: technical and property, operations, guest experience, risk and emergency, or other.
Underneath sits a detailed taxonomy covering dozens of real situations, including plumbing, electricity, lighting, humidity, access, furniture, appliances, cleanliness, linen, consumables, storage, damage and safety.
That structure makes field reports easier to compare, filter and manage at portfolio level.
A recommendation, not only an alert
A useful issue record should do more than say that something is wrong.
StayClean also generates a recommended next step. The AI is designed to favor checks, settings, routine maintenance or targeted professional intervention before suggesting unnecessary heavy work or costly replacement.
The operator receives context while keeping control of the final decision.
A dedicated operational dashboard
The Business application now includes a dedicated view for property issues.
Operators can monitor open cases, urgent items, newly reported problems and impacted properties, with filters for property, status, priority and category.
Issues can move from open to in progress and then solved. Irrelevant cases can be ignored and reopened when necessary.
Photos and timeline in the same context
When pictures are attached to the original field report, they remain available directly on the issue.
The detail view brings together the property, reporting time, field professional, priority, category, status and AI recommendation, alongside a timeline of the case.
Instead of reconstructing the story from several chats and reports, the operator can understand the situation in one place.
AI assists; the operator remains in control
The system is not designed to delegate important operational decisions blindly to a model.
AI structures, classifies and recommends. People remain responsible for handling, progressing, solving, ignoring or reopening the case.
That division of work reflects StayClean’s broader approach: automate routine interpretation and coordination while preserving human judgment for exceptions.
Turning incidents into operational data
As the system accumulates structured cases, another benefit appears.
Operators can begin to understand which properties, equipment types or categories of issues recur most frequently.
A field report therefore stops being a one-off message and becomes part of the operational memory of the property.
StayClean does not only want to know that a problem was reported. The platform is being built to understand what the problem is, how urgent it may be and what the most sensible next step could be.
