Abstract: A system for detects and manages recurring transactions incurred by members of a client organization. The system includes a computing server that is configured to classify named entities into a category of transacting named entities. For example, the computing server classifies a list of named entities that offer subscription services and hence, create recurring transactions with the client organization. The computing server receives transaction data and determines that a target transacting named entity extracted from the received data belongs to the category (e.g., there is a named entity in the received transaction data that has sold a service to the client organization more than once). The computing server may then determine the presence and frequency of a subscription transaction series in the received transaction data, and cause a predicted a timing of an upcoming transaction in the subscription transaction series to be displayed in a graphical user interface (GUI).

Abstract: A system for detects and manages recurring transactions incurred by members of a client organization. The system includes a computing server that is configured to classify named entities into a category of transacting named entities. For example, the computing server classifies a list of named entities that offer subscription services and hence, create recurring transactions with the client organization. The computing server receives transaction data and determines that a target transacting named entity extracted from the received data belongs to the category (e.g., there is a named entity in the received transaction data that has sold a service to the client organization more than once). The computing server may then determine the presence and frequency of a subscription transaction series in the received transaction data, and cause a predicted a timing of an upcoming transaction in the subscription transaction series to be displayed in a graphical user interface (GUI).

Abstract: A system for annotating transactions includes a computing server configured to retrieve annotation requirements for transaction accounts of an organization client, where the annotation requirements specify a data field of a third-party platform's schema that is used to organize transaction data. The organization client may further specify which transactions need to be annotated using selection criteria. The computing server processes transactions incurred using the transaction accounts and identifies unannotated transactions using the selection criteria. End users who are responsible for annotating the unannotated transactions are provided direct links to annotate the unannotated transactions. Upon receiving annotations from the responsible end users, the computing server can display annotated transaction data for an administrator of the organization client.

Abstract: A system for verifying transactions includes a computing server configured to identify an unverified transaction among real-time transactions that the computing server processes on behalf of an organization client. The computing server receives a forward of a documentation record from an end user through a communication channel (e.g., receiving an image of a paper receipt of a transaction without prompting the end user to provide the receipt). The computing server parses the documentation record to extract information (e.g., a transaction date) to verify the unverified transaction. If the information from the parsed documentation record matches corresponding fields of the unverified transaction, the computing server may display a user interface indicating that the transaction was verified.

Abstract: A computing system receives a selection of a parameter-setting rule associated with a specific unique identifier and automatically assigns data parameters to the data records according to the parameter-assigning rule. The computing system determines a domain for each data record based on data parameters associated with the occurred instance. A collection of data records is displayed to a user of the computing system. The collection of data records is displayed with a set of third-party defined fields. Values for the set of third-party defined fields are pre-filled based on the parameter-assigning rules. Upon receiving the request to export the collection of data records, a payload corresponding to the collection of data records for the third-party system is created. The payload includes at least the set of third-party defined fields and the domain associated with each data record automatically assigns data records to the corresponding domain in the third-party system.

Abstract: A system for detects and manages recurring transactions incurred by members of a client organization. The system includes a computing server that is configured to classify named entities into a category of transacting named entities. For example, the computing server classifies a list of named entities that offer subscription services and hence, create recurring transactions with the client organization. The computing server receives transaction data and determines that a target transacting named entity extracted from the received data belongs to the category (e.g., there is a named entity in the received transaction data that has sold a service to the client organization more than once). The computing server may then determine the presence and frequency of a subscription transaction series in the received transaction data, and cause a predicted a timing of an upcoming transaction in the subscription transaction series to be displayed in a graphical user interface (GUI).

Abstract: Vaporizers and vaporizer systems, which can include a user device in communication with a vaporizer, can include one or more features related to control of functions and/or features of the vaporizer. A method for locking a vaporizer is provided. The method includes determining whether a vaporizer is within a communication range of a second device. The method further includes locking the vaporizer in response to the vaporizer being within the communication range. The method further includes receiving information associated with a user of the vaporizer. The method further includes determining, based on the received information, an age of the user and unlocking, by the one or more processors and based on the age of the user satisfying a threshold, the vaporizer to activate the operation of the vaporizer.

Abstract: A vaporizer system may include a vaporizer device communicatively coupled with a user device configured to control the functions and/or features of the vaporizer device. The vaporizer device may serve as a replacement for traditional combustible cigarettes. Accordingly, the user device may be configured to collect usage data from the vaporizer device and generate recommendations to enhance and/or expedite the transition from traditional combustible cigarettes to the vaporizer device. For example, the user device may provide puff coaching to enable a more satisfying initial experience. Alternatively and/or additionally, the user device may recommend pod types and/or puff patterns that are associated with a reduction in overall intake.