A computer-implemented method includes a method comprising using at least one hardware processor to: receive a plurality of data from a plurality of data sources; standardize the plurality of data; tag the standardized plurality of data with one or more companies; train a prediction model to predict a metric for each of the one or more companies based on the standardized plurality of data tagged with that company and historical measurements for that company; and apply the prediction model to new data to predict the metric for at least one of the one or more companies.

A system and method for locking a charging port to charge an electric vehicle that includes determining that the electric vehicle is located within a predetermined distance of a charging station and determining when the charging port of an electric vehicle supply equipment of the charging station is attached to the electric vehicle to actively charge the electric vehicle. The system and method also include determining if the charging station accesses a parking citation associated with parking of the electric vehicle if the electric vehicle is not attached to the charging port. The system and method additionally include locking the charging port to the electric vehicle to disallow decoupling of the charging port from the electric vehicle by an unauthorized individual to avoid the parking citation.

A system and method for locking a charging port to charge an electric vehicle that includes determining that the electric vehicle is located within a predetermined distance of a charging station and determining when the charging port of an electric vehicle supply equipment of the charging station is attached to the electric vehicle to actively charge the electric vehicle. The system and method also include determining if the charging station accesses a parking citation associated with parking of the electric vehicle if the electric vehicle is not attached to the charging port. The system and method additionally include locking the charging port to the electric vehicle to disallow decoupling of the charging port from the electric vehicle by an unauthorized individual to avoid the parking citation.

A server comprises a communications module; a processor coupled with the communications module; and a memory coupled to the processor and storing processor-executable instructions which, when executed by the processor, configure the processor to obtain transfer records identifying value transfers associated with an account of a user, the transfer records including a transfer amount, a transfer date and a transfer descriptor; group the transfer records based on predefined criteria; within at least one group of the transfer records, identify one or more representative transfer records based at least on stored selection criteria; obtain an image associated with at least one of the representative transfer records; and send, via the communications module and to a computing device associated with the user, a transfer record summary interface, the transfer record summary interface including the image associated with the at least one representative transfer record.

According to another aspect, a computer system is provided. The computer system includes a memory; at least one processor in data communication with the memory; and a reporting component executable by the at least processor and configured to execute a user interface component configured to receive schedule information, the schedule information including a company-wide schedule specifying an expense report generation date and at least one reminder; store the schedule information in a data store; send the at least one reminder to a plurality of users prior to the expense report generation date; and generate, on the expense report generation date, a plurality of expense reports respectively corresponding to the plurality of users.

Generating a storage interface includes receiving a request for documents, detecting an accounting workflow type corresponding to request, and identifying a document organizational structure matching the accounting workflow type. Further, a virtual storage interface is built using an index on the documents and according to the document organizational structure, and presented.

Aspects of the present disclosure provide techniques for confidence score calibration for automatic transaction categorization. Embodiments include providing one or more first inputs to a prediction model based on a transaction of a user. Embodiments include receiving a prediction of an account with a confidence score from the prediction model based on the one or more first inputs. Embodiments include providing one or more second inputs to a calibration model based on the confidence score, a detail type associated with the account, and a number of accounts of the user. Embodiments include receiving a calibrated confidence score from the calibration model based on the one or more second inputs. Embodiments include determining whether to automatically categorize the transaction into the account based on the calibrated confidence score.

The accuracy of existing machine learning models, software technologies, and computers are improved by using one or more machine learning models to predict a type of data that one or more numerical characters and/or one or more natural language word characters of a document correspond to. For instance, a Question Answering systems can be used to predict that a particular number value corresponds to a date, a billing amount, a page number, or the like.

A system and method for facilitating electronic commerce over a network, according to one or more embodiments, includes communicating with a user via a user device and an issuer of payment media via an issuer device over the network, the payment media being issued to the user by the issuer, receiving user instruction over the network to link the payment media to a user account related to the user, prompting the user over the network to input a secure password known only by the issuer and the user, receiving the secure password from the user over the network, verifying that the payment media is owned by the user over the network via a secure protocol, returning a response to the user related to verification of the payment media, and storing payment media verification information.

A method and system for determining a set of accounting data structure (ADS) chains including a first ADS chain, a second ADS chain, a third ADS chain, and a fourth ADS chain; determining a first connection data structure (CDS); determining a second CDS; determining a set of mutually exclusive partitions including a first partition and a second partition, wherein the first partition and second partition are mutually exclusive in that no CDS links an ODS in an ADS chain associated with the first partition to an ODS in an ADS chain associated with the second partition; assigning the first partition to a first set of computational resources; and assigning the second partition to a second set of computational resources are described.