Menus and descriptions
Compare ingredients, quantities, prices and availability claimed by the AI with the establishment’s products and reference records. Unverified information remains identified.
Hospitality · field verificationYour AI hospitality result,
Your AI hospitality result,
checked in the establishment.
Menu, inventory, equipment description or robot-generated record: a qualified professional compares the AI’s factual output with the actual premises.
The restaurant perspective, on film.
38-second promotional film in French. Fictional professional and interfaces; no real application test or measured result is shown.
Read the film summary
A professional reviews an application’s or software tool’s AI suggestions against the realities of restaurant service: faithful menu descriptions, workable service plans and booking enquiries when information is missing. Observe, compare and document: domain evaluation provides findings that can inform product improvements.
Examples of factual results to check.
These examples describe possible audit scopes, not findings from completed missions.
Stock and equipment
Check an AI inventory or description against the stockrooms and equipment actually accessible. Document units, quantities, missing objects and incorrect associations.
Hotels and service robotics
Compare AI room, dining-area or robot records with observable items and events on site, under the agreed safety conditions.
One result, a documented reference.
The field benchmark compares the original AI output with the real object or site. The report records factual accuracy, completeness, error severity, evidence traceability and regulatory alignment within the examined scope.
A Hu-score from 1/4 to 4/4 is awarded only when the evidence is sufficient. Corrections and counter-verification remain distinct from the initial score. A public QR record identifies the agreed report information; supporting documents remain private.
How does the mission begin?
Documentary preparation establishes the records and access needed; it does not award a field Hu-score. The field audit includes this preparation and checking on site or against the real object. A corrected result can be counter-verified under a separate quote.
The audit concerns the checked output and its declared use. It is not a general certification of the product or a substitute for mandatory specialist inspections.
What has your AI reported?
Describe the output, the site or object, and the intended use. A sample PDF report is available on request.