Abstract: Managing tasks using an application-level blue-green topology with parallel cell infrastructure rails. Each cell infrastructure rail includes a dispatcher bot and a performer bot. The dispatcher bot is configured to prepare a work task based on a received request, and the performer bot performs the work task, resulting in performed work. A discovery server includes a service registry configured to store the states of the infrastructure rails. The discovery server receives the request for the work task, and sends the request to a dispatcher bot of a specific cell infrastructure rail based on the request and the states of the cell infrastructure rails. A respective workflow cell server receives the performed work. In the case that one cell infrastructure rail experiences a problem when processing the request, the cell infrastructure rails are switched to perform the request on the other cell infrastructure rail. The method implements the system.

Abstract: A computer-implemented method of assessing a large language model (LLM) includes receiving user inputs concerning the LLM including selected hyperparameters, a use case, at least one prompt, and examples. The user inputs are mapped with a glossary of metrics to determine recommended metrics and recommended prompts for the LLM. A minimum recommended sample size is determined based on the user inputs, recommended at least one metric and expected confidence and accuracy. An LLM-generated dataset related to the use case is augmented when it is determined that the LLM-generated dataset has fewer entries than the minimum recommended sample size. An evaluation report is then generated for assessing the recommended at least one metric for determining the accuracy of: i) the LLM based on the user inputs, recommended at least one metric and the LLM-generated dataset, ii) the at least one user prompt, and iii) at least one recommended prompt.

Abstract: In one or more implementations, a computer-implemented system and method are provided for assessing relevance and accuracy of confirmation documents with respect to disclosure materials associated with completed activity.

Abstract: In one or more implementations, a computer-implemented system and method are provided for assessing relevance and accuracy of confirmation documents with respect to disclosure materials associated with completed activity.

Abstract: A computer-implemented method for automatically analyzing handwritten text to determine a mismatch between a purported writer and an actual writer is disclosed. The method comprises receiving two samples of digitized handwriting each allegedly created by one individual and received and entered into a digital system by another. The method further comprises performing a series of feature extractions to convert the samples into two vectors of extracted features; automatically clustering a set of vectors such that the first vector and the second vector are assigned to the same cluster among multiple clusters, based on vector similarity; and automatically determining that a same individual being associated with both the first and second samples indicates a heightened probability that the individual fraudulently created both samples. Finally, the method comprises automatically transmitting a message to flag additional samples of digitized handwriting entered into a digital system as possibly fraudulent.

Abstract: A method for monitoring and predicting batch activity in real time comprises obtaining i) ordered lists of jobs from scheduling platforms and ii) information related to jobs from one or more file transfer sources including real time event information, extracting data from the ordered lists of jobs and file transfer information, enriching the extracted data using additional information retrieved from at least one meta data repository, and generating a dependency graph that includes real time job and file transfer data obtained from the enriched data in which nodes of the graph represent events and edges represent relationships between the nodes indicating a dependence. Critical milestones are obtained from the dependency graph, critical paths for traversing the dependency graph for job and file transfer execution, and times for execution of each of the jobs and file transfers in the critical paths are predicted in real time.

Abstract: A system for improving approval processes to at least one software service, including a workflow platform with multiple business processes and user roles, an AI-enabled chatbot integrated with the workflow platform, the chatbot utilizing GAI techniques to provide information on policies, procedures, and workflow transactions, a data integration module retrieving and aggregating data from multiple sources, and a user interface displaying summarized information and recommendations generated by the AI-enabled chatbot. The AI-enabled chatbot automatically approving workflows based on thresholds.

Abstract: Managing tasks using an application-level blue-green topology with parallel cell infrastructure rails. Each cell infrastructure rail includes a dispatcher bot and a performer bot. The dispatcher bot is configured to prepare a work task based on a received request, and the performer bot performs the work task, resulting in performed work. A discovery server includes a service registry configured to store the states of the infrastructure rails. The discovery server receives the request for the work task, and sends the request to a dispatcher bot of a specific cell infrastructure rail based on the request and the states of the cell infrastructure rails. A respective workflow cell server receives the performed work. In the case that one cell infrastructure rail experiences a problem when processing the request, the cell infrastructure rails are switched to perform the request on the other cell infrastructure rail. The method implements the system.

Abstract: A method for monitoring and predicting batch activity in real time comprises obtaining i) ordered lists of jobs from scheduling platforms and ii) information related to jobs from one or more file transfer sources including real time event information, extracting data from the ordered lists of jobs and file transfer information, enriching the extracted data using additional information retrieved from at least one meta data repository, and generating a dependency graph that includes real time job and file transfer data obtained from the enriched data in which nodes of the graph represent events and edges represent relationships between the nodes indicating a dependence. Critical milestones are obtained from the dependency graph, critical paths for traversing the dependency graph for job and file transfer execution, and times for execution of each of the jobs and file transfers in the critical paths are predicted in real time.

Abstract: In one or more implementations, a computer-implemented system and method are provided for assessing relevance and accuracy of confirmation documents with respect to disclosure materials associated with completed activity.

Abstract: A system and method may generate a test process a workflow operated by software by, using definitions of a workflow relating to software data processing and user interface (UI) elements, produce test case flows and UI element details, UI element details including UI actions and control types; map steps in test case flows to steps describing UI element details; and for each mapping produce a test script, Test case flows may include series of entries, each including a step, steps describing workflow sub-tasks and each step corresponding to UI actions. Each test script may include a series of UI actions, the UI actions including UI verify and input operations. UI actions may describe interactions with a UI element. UI actions may include validations (e.g. checking if the output or the result of a step matches what is expected, and producing a report) of a UI element.

Abstract: Managing tasks using an application-level blue-green topology with parallel cell infrastructure rails. Each cell infrastructure rail includes a dispatcher bot and a performer bot. The dispatcher bot is configured to prepare a work task based on a received request, and the performer bot performs the work task, resulting in performed work. A discovery server includes a service registry configured to store the states of the infrastructure rails. The discovery server receives the request for the work task, and sends the request to a dispatcher bot of a specific cell infrastructure rail based on the request and the states of the cell infrastructure rails. A respective workflow cell server receives the performed work. In the case that one cell infrastructure rail experiences a problem when processing the request, the cell infrastructure rails are switched to perform the request on the other cell infrastructure rail. The method implements the system.

Abstract: A computer-implemented method for automatically analyzing handwritten text to determine a mismatch between a purported writer and an actual writer is disclosed. The method comprises receiving two samples of digitized handwriting each allegedly created by one individual and received and entered into a digital system by another. The method further comprises performing a series of feature extractions to convert the samples into two vectors of extracted features; automatically clustering a set of vectors such that the first vector and the second vector are assigned to the same cluster among multiple clusters, based on vector similarity; and automatically determining that a same individual being associated with both the first and second samples indicates a heightened probability that the individual fraudulently created both samples. Finally, the method comprises automatically transmitting a message to flag additional samples of digitized handwriting entered into a digital system as possibly fraudulent.

Abstract: Systems and methods for routing requests to a plurality of server clusters are disclosed, especially in a workflow management context. A first server cluster handles requests concerning a first software version and a second server cluster responds to requests concerning a second version of that same software. Upon receiving a request to change default routing of requests, a configuration of a gateway router is updated and subsequent requests concerning the first software are routed to the second server cluster while subsequent request concerning the second software remain routed to the first server cluster. A first graphical user interface (GUI) is provided to be used in defining a series of steps in a workflow and to creating a secondary GUI that will be used when performing the series of steps. Tools for automation and data extraction during the workflow are provided and workflow state is tracked until completion of the workflow.

Abstract: A computer-implemented method for automatically analyzing handwritten text to determine a mismatch between a purported writer and an actual writer is disclosed. The method comprises receiving two samples of digitized handwriting each allegedly created by one individual and received and entered into a digital system by another. The method further comprises performing a series of feature extractions to convert the samples into two vectors of extracted features; automatically clustering a set of vectors such that the first vector and the second vector are assigned to the same cluster among multiple clusters, based on vector similarity; and automatically determining that a same individual being associated with both the first and second samples indicates a heightened probability that the individual fraudulently created both samples. Finally, the method comprises automatically transmitting a message to flag additional samples of digitized handwriting entered into a digital system as possibly fraudulent.

Abstract: Systems and methods for routing requests to a plurality of server clusters are disclosed, especially in a workflow management context. A first server cluster handles requests concerning a first software version and a second server cluster responds to requests concerning a second version of that same software. Upon receiving a request to change default routing of requests, a configuration of a gateway router is updated and subsequent requests concerning the first software are routed to the second server cluster while subsequent request concerning the second software remain routed to the first server cluster. A first graphical user interface (GUI) is provided to be used in defining a series of steps in a workflow and to creating a secondary GUI that will be used when performing the series of steps. Tools for automation and data extraction during the workflow are provided and workflow state is tracked until completion of the workflow.

Abstract: Systems and methods for routing requests to a plurality of server clusters are disclosed, especially in a workflow management context. A first server cluster handles requests concerning a first software version and a second server cluster responds to requests concerning a second version of that same software. Upon receiving a request to change default routing of requests, a configuration of a gateway router is updated and subsequent requests concerning the first software are routed to the second server cluster while subsequent request concerning the second software remain routed to the first server cluster. A first graphical user interface (GUI) is provided to be used in defining a series of steps in a workflow and to creating a secondary GUI that will be used when performing the series of steps. Tools for automation and data extraction during the workflow are provided and workflow state is tracked until completion of the workflow.

Abstract: A system for extraction and verification of handwritten signatures from arbitrary documents. The system comprises one or more computing devices configured to: receive a digital image of a document; perform a dilating transformation via convolution matrix on the digital image to obtain a modified image; determine a plurality of regions of connected markings in the digital image; based at least in part on a pixel density or proximity to an anchor substring of each region, determine whether any region contains any handwritten signature; extract first image data of the region containing a handwritten signature from the digital image; retrieve second image data of a confirmed example signature for a purported signer of the handwritten signature; and based on a comparison of the first image data with the second image data, forward a determination of whether the first image data and second image data are similar.

Abstract: A method for routing requests to a plurality of server clusters is disclosed. The method comprises establishing a first server cluster responding to requests concerning a first software via a first version of that software and to requests concerning a second software via a first version of that software, and a second server cluster responding to requests concerning the first software via a second version of that software and to requests concerning the second software via a second version of that software. A gateway router initially routes requests concerning the first and second software by default to the first server cluster. Upon receiving a request to change default routing of requests, a configuration of the gateway router is updated. Subsequent requests concerning the first software are routed to the second server cluster while subsequent request concerning the second software remain routed to the first server cluster.

Abstract: A computer-implemented method for improving intercommunication and software quality among a geographically distributed team is disclosed. The method comprises automatically determining a location of each member of the team; automatically obtaining one or more objective measures of contributions by each member of the team to a collaborative project; based at least in part on the automatically determined locations and automatically obtained objective measures, calculating for each member of the team a normalized collaboration score, and based on values of collaboration scores calculated for each member of the team, generating an electronic message for delivery to a computing device to cause the computing device to act in accordance with an instruction contained within the electronic message.