Aspects of the present disclosure relate to real-time invoice error prevention. Embodiments include receiving a value related to an item or service during creation of an invoice by a user via a user interface, and determining a user-level mean and a user-level standard deviation related to the value based on historical invoices of the user. Embodiments include determining a global mean and a global standard deviation related to the value based on historical invoices of a plurality of users. Embodiments include selecting weights for the user-level mean, the user-level standard deviation, the global mean, and the global standard deviation based on a total number of the historical invoices of the user. Embodiments include determining an expected range for the value based on the user-level mean, the user-level standard deviation, the global mean, the global standard deviation, and the weights. Embodiments include determining that the value is outside the expected range.

Aspects of the present disclosure relate to real-time invoice error prevention. Embodiments include receiving a value related to an item or service during creation of an invoice by a user via a user interface, and determining a user-level mean and a user-level standard deviation related to the value based on historical invoices of the user. Embodiments include determining a global mean and a global standard deviation related to the value based on historical invoices of a plurality of users. Embodiments include selecting weights for the user-level mean, the user-level standard deviation, the global mean, and the global standard deviation based on a total number of the historical invoices of the user. Embodiments include determining an expected range for the value based on the user-level mean, the user-level standard deviation, the global mean, the global standard deviation, and the weights. Embodiments include determining that the value is outside the expected range.

A request to separate a transfer into a plurality of parts may be received, the request defining a total amount and a total time period. A plurality of request for transfer links may be prepared. Each of the links may be associated with a different transfer time period, each transfer time period being less than or equal to the total time period. Each of the links may be associated with a separate transfer part amount, and a summation of the separate transfer part amounts may be equal to the total amount. A plurality of request for transfer links may be provided to a transferor device, each link allowing a transfer to fulfill the separate transfer part amount to be performed without requiring input of the separate transfer part amount or recipient information.

Systems and methods are described for tracking and providing status updates for delivery of a product. An example method may include obtaining a request to process an order for transporting a product between a shipper and a receiver storage location. Shipper and receiver profiles may be identified by accessing a database comprising a plurality of tenant profiles, each profile including specifications associated with handling of the product. A set of instructions for processing the order may be determined from data associated with at least one of the shipper or receiver profiles, and communicated to a carrier device. Status updated may be generated based on data uploaded to the system via the carrier device, where the status updates may be associated with the shipper profile, the receiver profile, or both. A confirmation of the delivery may be generated based on the data obtained from the carrier device.

Systems and methods are described for tracking and providing status updates for delivery of a product. An example method may include obtaining a request to process an order for transporting a product between a shipper and a receiver storage location. Shipper and receiver profiles may be identified by accessing a database comprising a plurality of tenant profiles, each profile including specifications associated with handling of the product. A set of instructions for processing the order may be determined from data associated with at least one of the shipper or receiver profiles, and communicated to a carrier device. Status updated may be generated based on data uploaded to the system via the carrier device, where the status updates may be associated with the shipper profile, the receiver profile, or both. A confirmation of the delivery may be generated based on the data obtained from the carrier device.

An embodiment includes parsing conversation data to extract a message dataset and a user dataset. The embodiment classifies the message dataset into a category using machine learning processing and identifies the category as a top category based at least in part on an amount of the conversation data associated with the category. The embodiment generates impact data associated with the user dataset based on actions in the conversation data by the user. The embodiment generates role data associated with the user by applying a rule to the conversation data for the user. The embodiment generates key index data associated with the message dataset by identifying interactions with a message represented by the message dataset. The embodiment generates output data arranged according to a specified data format that is compatible with a user interface.

This disclosure relates generally to a system and method for the optimized management of health care services provision with fulfilment of prescription orders for medications and health-related products in a health care environment. A computer-controlled system coordinates and controls, on demand IV hydration treatments or acute illness management fulfilment in a most efficient path thereby minimizing a cost and time function associated with fulfilment of the order. A smartphone, a laptop computer, a portable communicating device, a cloud computing device, or a data storage device is capable of communicating with the computer. The proposed healthcare management system-connects care providers, patients and delivery teams for quick, clear, and efficient communication and feedback/follow up features. It aims in reducing errors of, unawareness about and time & effort for seeking medical/health care. In order words, it makes a care-need assessment, order placement, fulfilment and status tracking a breeze.

A system may include processor(s) and a memory in communication with the processor(s) and storing instructions, that when executed by the processor(s), are configured to cause the system to perform a method for cross-region data processing. The system may receive data in a first processing region and may format the data into a plurality of data portions. The system may generate a copy of each data portion and may transmit each data portion copy to a cross-region processor. Responsive to determining the first processing region is functioning, the system may process data portion(s). The system may transmit, to a centralized location, the processed data portion(s). Responsive to determining the first processing region is not functioning, the system may transmit, from the cross-region processor, each data portion copy to a second processing region.

A system may include processor(s) and a memory in communication with the processor(s) and storing instructions, that when executed by the processor(s), are configured to cause the system to perform a method for cross-region data processing. The system may receive data in a first processing region and may format the data into a plurality of data portions. The system may generate a copy of each data portion and may transmit each data portion copy to a cross-region processor. Responsive to determining the first processing region is functioning, the system may process data portion(s). The system may transmit, to a centralized location, the processed data portion(s). Responsive to determining the first processing region is not functioning, the system may transmit, from the cross-region processor, each data portion copy to a second processing region.

Methods, apparatus, systems and articles of manufacture (e.g., physical storage media) for software defined silicon security are disclosed. Example apparatus include a trusted agent determiner to (i) determine respective reputation scores associated with a plurality of agents in a mesh network, the plurality of agents associated with a plurality of semiconductor devices, respective ones of the semiconductor devices including circuitry configurable to provide one or more features, and (ii) select, based on the respective reputation scores, a first agent from the plurality of the agents to transmit a request to activate or deactivate at least one of the one or more features. Example apparatus also include an agent interface to, in response to the request, broadcast an activation or deactivation of the least one of the one or more features to the mesh network to cause the trusted agent determiner to update the reputation score of the first agent.