Abstract: The present invention generally relates to a rating and review system for public restroom facilities. The present invention describes a customer review platform (CRP) software application that receives a rating score of a venue's restroom cleanliness from subscriber patrons on a customer review platform within a network. Next, an overall rating score of the venue's restroom cleanliness is updated in response to receiving the rating score. The CRP software application can further dispatch services to the venue when a threshold number of ratings associated with the venue's restroom cleanliness is received within a first pre-defined time period.

Abstract: Systems and methods are provided for in-line document tagging and object-based synchronization. An exemplary system may comprise one or more processors and a non-transitory computer-readable memory storing instructions that, when executed by the one or more processors, cause the system to perform a method. The method may comprise: receiving, via an in-line tagging interface, user input, the user input being associated with one or more fields of a document; applying one or more first document tags to the document, the one or more first document tags being applied in-line with the received user input; and generating a data object from the document based on the one or more documents tags, the data object being associated with an object-based data modeling framework.