Abstract: The invention is directed towards an apparatus and method for generating an action validation protocol. A processor is configured to receiver user data relating to an action datum. The processor is configured to select an action datum validator. The action datum is transmitted to the action datum validator where an action datum label is selected. Once an action datum validator selects an action label, the action is further categorized. If the action datum has not been completed, it will be sent back to the action datum identifier.

Abstract: An intelligent scheduler system implemented by one or more computer for objectively selecting interviewers for an interview of a candidate for a job opening at an organization. The one or more computers includes a storage device and a processing device to generate a calibrated job profile, generate an enriched talent profile of the candidate, identify, based on the calibrated job profile and the enriched talent profile, an aspect of the candidate to be evaluated during the interview, execute a deep neural network comprising an input layer to receive the aspect, the enriched talent profile of the candidate, and the enriched talent profiles of the potential interviewers, and an output layer to output match scores each indicating an effective measure of a corresponding one of the potential interviewers for evaluating the aspect during the interview, and determine, based on the match scores, qualified interviewers from the potential interviewers.

Abstract: A method for staffing a commercial vehicle with a driver includes sending to a server, by a dispatch computing device associated with a job dispatcher, a job order to staff a commercial vehicle with a driver. The method includes receiving, from a driver computing device associated with the driver, an identification of the driver and one or more driver qualifications. The method includes verifying, by the server, the one or more driver qualifications in response to receiving the identification of the driver and the one or more driver qualifications. The method includes receiving, from the driver computing device, a request to be assigned to the job order. The method includes assigning, by the dispatch computing device, the job order to the driver by accepting the request received from the driver computing device.

Abstract: A SOW management system provides centralized management of SOWs during the entire SOW life cycle, from creation through final approval. The SOW management system includes a search tool that allows users to easily retrieve and manage existing SOWs, and SOW template management functionality that allows users to manage different types of SOW templates that are used to create SOWs. The SOW management system also provides user management, including managing user roles, and tracks changes in SOWs throughout the SOW life cycle. This allows users to create and collaborate on SOWs using a centralized system, instead of the conventional approach of manually tracking changes via email. The SOW management system includes the capability to integrate data from third-party systems and to export data to those systems.

Abstract: There is disclosed a method and system for receiving a label for a digital task executed within a computer-implemented crowd-sourced environment, the method comprising: receiving, an indication of the digital task to be processed in the computer-implemented crowd-sourced environment; generating, a subset of examples, the subset of examples based on past digital tasks executed in the computer-implemented crowd-sourced environment, each of the subset of examples being similar to the digital task within a pre-determined similarity threshold; the subset of examples having a number of examples selected such that to provide maximum benchmark coverage with a minimum number of samples in the subset of examples; associating, the subset of examples to the digital task to be presented; causing the digital task to be presented on a computing device of at least one crowd-sourced worker in the computer-implemented crowd-sourced environment to solicit the label for the digital task.

Abstract: According to various aspects, systems and methods are provided for automatically matching recruiters to job openings. The system may train one or more models that determine a measure of compatibility between a recruiter and a job opening. The system may train the model(s) using stored records of activity tracked by the system. The measure of compatibility may be used to determine whether a recruiter is likely to place a candidate for a job opening. Some embodiments provide a system that can collect objective data about recruiters and hiring parties, and use the objective data to train the model(s).

Abstract: An interactive and collaborative, planning, designing and facilitating tool that connects users with organized information and relevant data, providers and facilitators to resolve technical issues in conceptualizing, designing and implementing a custom project.

Abstract: Systems and methods describe providing for the dynamic prediction of employee attrition within an enterprise organization. The systems and methods involve connecting to internal data sources within the enterprise and external data sources outside of the enterprise; receiving internal and external feed data relating to a number of entities within the enterprise, including at least one or more employees of the enterprise; converting the internal and external feed data into normalized feed data within a single format; generating enterprise graphs based on the normalized feed data, with each enterprise graph representing relationships between entities within the enterprise at a point in time; generating a risk assessment model related to changes in the enterprise graphs over time; and providing to enterprise users, based on the risk assessment model, one or more attrition probabilities for at least a subset of the employees of the enterprise.

Abstract: Technologies for interruptibility analysis and notification are disclosed. In at least one illustrative embodiment, a method may comprise generating a live data stream including activity data received from one or more sensors associated with a worker, repeatedly generating an interruptibility status of the worker as a function of the activity data in the live data stream over a recent time period, and transmitting a signal that causes one of a plurality of status indicators to be displayed, the displayed status indicator corresponding to the current interruptibility status of the worker.

Abstract: Prospective deals for a deal vendor's deal inventory may be scored according to one or more population-specific expected-yield scores, such as expected revenue yield, expected new customers yield, and the like. A prospective deal is categorized and characterized according to a number of yield-related characteristics. Some or all of the prospective deal's characteristics are mapped to yield components derived from completed deals that have been offered to a particular population. An expected-yield score for a prospective deal with regard to that population is obtained by combining the mapped yield components.

Abstract: A method of determining a Trac score representing an individual's future employment behavior using past and present employment behavior that are unrelated to skills and job match within a job and across multiple jobs of an individual when combined with public and available external records. A method employing a Trac score calculation system comprises at least one processor to execute computer program instructions for obtaining one or more ratings from one or more users through one or more user devices connected to the Trac score calculation system that assigns the credibility to the ratings. A combination of the Trac sub-score obtained by accumulating the ratings weighted by estimated credibility of each rating, and Adjustment sub-score obtained by processing available external records in public and private forms, creates a Trac score which is a numerical and reflects an aggregation of available data weighted by what is believed to affect the employment behavior.

Abstract: A device, system, and method determines a prioritized location for an automated vehicle to move. The method performed at a contact center includes performing a transaction between an electronic device and the contact center, the transaction including at least one correspondence. The method includes determining location data corresponding to the electronic device, the location data being a location of the electronic device. The method includes determining prioritized location data based upon the location data and further related data, the further related data being at least one of an analysis of the at least one correspondence, internal information of the contact center, and external information available to the contact center. The method includes transmitting the prioritized location data to an unmanned, automated vehicle (UAV), the UAV configured to automatically move to a predetermined location based upon the prioritized location data.

Abstract: Embodiments of the invention are directed to a system, method, or computer program product for a wearable device coded for user operational compliance. In this way, the invention comprises system integration of a wearable device for user performance and compliance of operational requirements within user obligations. The wearable device logs time of user initiation of obligations for timekeeping and is programmed for gatekeeping for physical and digital access to user authorized locations and data points. The wearable device codes for generating requests for access to non-authorized locations and data points for temporary needs of the user for obligation fulfillment.

Abstract: Systems, methods and/or services that allocate and schedules appointments based on supply and demand. In an example, a method is implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions operable to: gather information of a plurality of suppliers from one or more external sources, prior to a registration process for scheduling an appointment request from a consumer; validate the gathered information of the plurality of suppliers; receive a request from the consumer for scheduling of an appointment with one or more of the plurality of suppliers which meet consumer criteria; enable swapping, purchasing and auctioning of appointments; enable virtual visits and virtual visit queues for on demand virtual appointments; provide system agnostic calendar integration, and provide available suppliers to the consumer based on the consumer criteria.

Abstract: Systems, methods, and computer-readable media are disclosed for identifying customers having associated opportunities for improved growth and/or profitability with respect to product or service offerings and determining investment solutions that enhance the probability that the customers transition to the higher growth/profitability opportunities. Prior customer transactions are segmented based on segmentation criteria and used to generate a transaction graph. The nodes of the transaction graph represent the segmented transactions and client transaction paths between the nodes represent potential customer life-cycle trajectories. The transaction graph can be used to identify high-value penetration opportunities.

Abstract: Techniques are described for performing intelligence on supply chains used by organizations. A system performs a risk assessment of a labor supply chain of a particular organization by accessing, from a database, a first set of coded confidential labor supply chain data for the particular organization and a second set of coded confidential labor supply chain data for other organizations that are different from the particular organization. The system analyzes a combination of the first set of data and the second set of data to assess whether risks exist within the labor supply chain of the particular organization. Based on the analysis, the system generates a risk report for the labor supply chain data of the particular organization by desensitizing at least a portion of the second set of data for inclusion in the risk report and integrating the desensitized portion of the second set of data with confidential labor supply chain data of the particular organization.

Abstract: Systems, methods, and computer-readable media are disclosed for identifying customers having associated opportunities for improved growth and/or profitability with respect to product or service offerings and determining investment solutions that enhance the probability that the customers transition to the higher growth/profitability opportunities. Prior customer transactions are segmented based on segmentation criteria and used to generate a transaction graph. The nodes of the transaction graph represent the segmented transactions and client transaction paths between the nodes represent potential customer life-cycle trajectories. The transaction graph can be used to identify high-value penetration opportunities.

Abstract: A method, system, and apparatus for a work order system for aircraft projects. The work order system comprises a template and a work order manager. The order manager is configured to identify engineering information for an aircraft project including a group of three-dimensional drawings, places the engineering information into the template using an information policy, and create a work order for performing a group of tasks for the aircraft project from the template using a work order policy, enabling performing tasks for the aircraft project on an aircraft.

Abstract: In a system and method for managing evacuations of buildings, in response to detection of a fire, a control panel initiates an alarm condition and activates annunciation devices to signal that an evacuation of the building is required. A positioning and evacuation system tracks locations of occupants in the building and the progression of the fire. The positioning and evacuation system generates individualized evacuation paths for the occupants, which are transmitted to and displayed on mobile computing devices of the occupants. Additionally, the positioning and evacuation system generates turn by turn directions of the individualized evacuation paths, which are displayed on three dimensional maps or with augmented reality on the mobile computing devices of the occupants.

Abstract: A web based booking platform for the booking of personnel, services and assets on a single database through a single supply chain comprising: a web server hosting a portal website, the portal providing access to other service and asset provider websites or email addresses of personnel members; wherein the creation of live manifests for each step including tracking planned movements of personnel either on an individual, multiple, group or collective basis facilitates the coordination of a total personnel supply chain that is continuous and connected at each point and which ensures that each time a change is made to a roster or manifest, the service or asset provider's database is updated accordingly and in turn, all user and/or client databases.