Abstract: Embodiments of the invention include systems, methods, and computer-program products for dynamic resource management for managing payment exception processing and maximize work flow. In this way, the system may lift data from financial documents received from sources to allow for exception processing. The exceptions may include one or more irregularities such as bad micro line reads, outdated check stock, or misrepresentative checks that may result in a failure to match the check to an associated account for processing. As such, once an exception is identified during the processing the exception is directed to an appropriate resource for processing. The system monitors work flow nodes and resource experience to prevent bottlenecks or underutilization. Furthermore, the system employs awards and gamification models for exception processing.

Abstract: Embodiments of the invention include systems, methods, and computer-program products for dynamic resource management for managing payment exception processing and maximize work flow. In this way, the system may lift data from financial documents received from sources to allow for exception processing. The exceptions may include one or more irregularities such as bad micro line reads, outdated check stock, or misrepresentative checks that may result in a failure to match the check to an associated account for processing. As such, once an exception is identified during the processing the exception is directed to an appropriate resource for processing. The system monitors work flow nodes and resource experience to prevent bottlenecks or underutilization. Furthermore, the system employs awards and gamification models for exception processing.

Abstract: Embodiments of the invention include systems, methods, and computer-program products for predictive determination and resolution of an exception located on a negotiable instrument. The exception may be an indicia that includes data related to the payor, payment accounts, or payee. An indicia may not be identified successfully and thus be queued for exception processing. The exceptions may include one or more irregularities such as bad micro line reads, outdated check stock, or misrepresentative indicia points on a negotiable instrument that may result in a failure to match the check to an account for processing. Upon identifying an exception, the system retrieves historical transaction data associated with the resolved indicia. Subsequently, utilizing the resolved indicia, the system may determine a value for the exception identified based on the retrieved historical transaction data. Finally, the determined value may be stored with the negotiable instrument to complete the payment reconciliation process.

Abstract: Embodiments of the invention monitor node usage in a transaction processing system. Embodiments include accessing a dynamic mapping of transaction flow in the transaction processing system, the dynamic mapping including a plurality of transaction pathways interconnected by transaction nodes, wherein the transaction nodes represent an automated processing step or action taken by a manual station of the transaction processing system on transactions files that are received at the transaction nodes; wherein the transaction processing system processes a transaction file at a first node and stores information corresponding to the first node and the type of processing that occurred at the first node with the transaction file; determining that the transaction file was processed at the first node; accessing the transaction file to determine the type of processing that occurred at the first node; and performing an action related to the type of processing that occurred at the first node.

Abstract: Embodiments enable distributed data processing with automatic caching at multiple system levels by accessing a master queue of data processing work comprising a plurality of data processing jobs stored in a long term memory cache; selecting at least one of the plurality of data processing jobs from the master queue of data processing work; pushing the selected data processing jobs to an interface layer including (i) accessing the selected data processing jobs from the long term memory cache; and (ii) saving the selected data processing jobs in an interface layer cache of data processing work; and pushing at least a portion of the selected data processing jobs to a memory cache of a first user system for minimizing latency in user data processing of the pushed data processing jobs.

Abstract: Disclosed are systems, methods, and computer program products that provide for element level presentation of elements of a payment instrument for exceptions processing. More specifically, the invention involves identifying an exception element from an image of a financial document, determining the location of the exception element based on its coordinates within the image of the financial document, and providing a zoomed-in view of the exception element to the user along with information and resources to allow a user to conveniently conduct accurate analysis of the exception element. The system then receives a correct element from the user to replace the exception element, and then processes the financial document using the replaced correct element instead of the exception element.

Abstract: Embodiments enable distributed data processing with automatic caching at multiple system levels by accessing a master queue of data processing work comprising a plurality of data processing jobs stored in a long term memory cache; selecting at least one of the plurality of data processing jobs from the master queue of data processing work; pushing the selected data processing jobs to an interface layer including (i) accessing the selected data processing jobs from the long term memory cache; and (ii) saving the selected data processing jobs in an interface layer cache of data processing work; and pushing at least a portion of the selected data processing jobs to a memory cache of a first user system for minimizing latency in user data processing of the pushed data processing jobs.

Abstract: Embodiments enable distributed data processing with automatic caching at multiple system levels by accessing a master queue of data processing work comprising a plurality of data processing jobs stored in a long term memory cache; selecting at least one of the plurality of data processing jobs from the master queue of data processing work; pushing the selected data processing jobs to an interface layer including (i) accessing the selected data processing jobs from the long term memory cache; and (ii) saving the selected data processing jobs in an interface layer cache of data processing work; and pushing at least a portion of the selected data processing jobs to a memory cache of a first user system for minimizing latency in user data processing of the pushed data processing jobs.

Abstract: Embodiments enable distributed data processing with automatic caching at multiple system levels by accessing a master queue of data processing work comprising a plurality of data processing jobs stored in a long term memory cache; selecting at least one of the plurality of data processing jobs from the master queue of data processing work; pushing the selected data processing jobs to an interface layer including (i) accessing the selected data processing jobs from the long term memory cache; and (ii) saving the selected data processing jobs in an interface layer cache of data processing work; and pushing at least a portion of the selected data processing jobs to a memory cache of a first user system for minimizing latency in user data processing of the pushed data processing jobs.

Abstract: Disclosed are systems, methods, and computer program products that provide for element level presentation of elements of a payment instrument for exceptions processing. More specifically, the invention involves identifying an exception element from an image of a financial document, determining the location of the exception element based on its coordinates within the image of the financial document, and providing a zoomed-in view of the exception element to the user along with information and resources to allow a user to conveniently conduct accurate analysis of the exception element. The system then receives a correct element from the user to replace the exception element, and then processes the financial document using the replaced correct element instead of the exception element.

Abstract: Embodiments of the invention include systems, methods, and computer-program products for dynamic resource management for managing payment exception processing and maximize work flow. In this way, the system may lift data from financial documents received from sources to allow for exception processing. The exceptions may include one or more irregularities such as bad micro line reads, outdated check stock, or misrepresentative checks that may result in a failure to match the check to an associated account for processing. As such, once an exception is identified during the processing the exception is directed to an appropriate resource for processing. The system monitors work flow nodes and resource experience to prevent bottlenecks or underutilization. Furthermore, the system employs awards and gamification models for exception processing.

Abstract: Embodiments of the invention include systems, methods, and computer-program products for predictive determination and resolution of an exception located on a negotiable instrument. The exception may be an indicia that includes data related to the payor, payment accounts, or payee. An indicia may not be identified successfully and thus be queued for exception processing. The exceptions may include one or more irregularities such as bad micro line reads, outdated check stock, or misrepresentative indicia points on a negotiable instrument that may result in a failure to match the check to an account for processing. Upon identifying an exception, the system retrieves historical transaction data associated with the resolved indicia. Subsequently, utilizing the resolved indicia, the system may determine a value for the exception identified based on the retrieved historical transaction data. Finally, the determined value may be stored with the negotiable instrument to complete the payment reconciliation process.

Abstract: Disclosed are systems, methods, and computer program products that provide for element level confidence scoring of elements of a payment instrument for exceptions processing. More specifically, the invention involves receiving a threshold confidence score, identifying elements within an image of a financial document, determining a confidence score for each element, wherein the confidence score is based on a likelihood that the identified element is the correct alphanumeric character from the image of the financial document, determining that a first element has a confidence score below the threshold confidence score, and providing the first element to a user for exception element processing. The system then receives a correct element from the user to replace the first element, and then processes the financial document using the replaced element instead of the first element.

Abstract: Embodiments of the invention include systems, methods, and computer-program products for ensuring payment instrument batch integrity. Embodiments determine an expected balance associated with a batch of payment instruments; determine an amount associated with each of the payment instruments in the batch; sum the amounts, resulting in a total balance; compare the total balance with the expected balance; determine that the total balance is not equal to the expected balance; in response to determining that the total balance is not equal to the expected balance, identify payee information extracted from at least one of the payment instruments; and use the identified payee information to determine an outlier payment instrument.

Abstract: Embodiments of the invention monitor node usage in a transaction processing system. Embodiments include accessing a dynamic mapping of transaction flow in the transaction processing system, the dynamic mapping including a plurality of transaction pathways interconnected by transaction nodes, wherein the transaction nodes represent an automated processing step or action taken by a manual station of the transaction processing system on transactions files that are received at the transaction nodes; wherein the transaction processing system processes a transaction file at a first node and stores information corresponding to the first node and the type of processing that occurred at the first node with the transaction file; determining that the transaction file was processed at the first node; accessing the transaction file to determine the type of processing that occurred at the first node; and performing an action related to the type of processing that occurred at the first node.