Abstract: An unallocated item/product inventory is maintained in each of a plurality of delivery vehicles traversing service routes within a delivery service area. Upon receipt of an order for delivery of an item/product that may be selected from the item/product inventory maintained within a delivery vehicle and that is to be delivered to a destination location within the delivery service area, a delivery vehicle driver is instructed to deliver an item/product selected from the item/product inventory located on the delivery vehicle during the corresponding service route on the same day that the order was placed. A delivery label for the item/product is printed, and the delivery vehicle driver secures the printed delivery label to an item/product selected from the unallocated item/product inventory, and delivers the item/product to the destination location on the same day the order was placed.

Abstract: Aspects of the technology relate to providing service area maps for an autonomous vehicle transportation service having a fleet of vehicles. For instance, each vehicle of the fleet is associated with a polygon corresponding to a service area for that vehicle. A first location may be received from a client computing device, and a set of vehicles of the fleet of vehicles that are currently available to provide transportation services may be identified based on the first location. The polygons associated with each of the set of vehicles may be used to determine a first polygon having a geographic area. A first portion of map information corresponding to the geographic area of the first polygon may be identified, and the first portion may be provided to the client computing device for display to a user such that the portion represents a currently available service area for the user.

Abstract: Techniques and examples pertaining to baggage transportation in a vehicle-sharing environment are described. An automotive vehicle may have a plurality of baggage compartments each respectively having a size capacity and a weight capacity. The vehicle may also have a plurality of sensors capable of monitoring a loading situation of the plurality of baggage compartments. The vehicle may further have a memory element capable of storing capacity data representing the loading situation, as well as a processor capable of updating the capacity data in an event that the loading situation is changed due to a baggage having been loaded to, or unloaded from, a baggage compartment of the plurality of the baggage compartment. The automotive vehicle may be an autonomous ride-sharing vehicle.

Abstract: The present concepts may automate and optimize deployment to a cloud computing fleet. Artificial intelligence and/or optimization algorithms may be used to find optimal deployment parameters (e.g., deployment order of computers in the fleet) that minimize deployment time and minimize deployment risk. For example, machine-learning prediction models may be used to generate a shortest path graph problem models a deployment planning problem. Then, optimization algorithms may be used to efficiently find approximations of Pareto-optimal solutions to the shortest path graph problem. Depending on the preferred level of time and risk, one of the solutions may be used to run the deployment.

Abstract: A communication platform can leverage a network-based computing system to enable applications to exchange data with one or more applications via channels. In some examples, a first application may post messages to the channel and a second application may listen to the posted messages to identify an event based on one or more of the messages. Responsive to detecting an event, the second application may notify a user, create a new channel, add a user to a channel, or the like, and/or the second application may take an action to remediate an issue. The first application and the second application and users added to the channel may be associated with a same or different organizations.

Abstract: Systems and computer-readable media for generating dynamic pricing rules to govern offered price-volume break points. Initial target price-volume break points are offered during a time window. For each transaction of the product, transaction information including the transacted price, quantity, and identifying information of the purchaser is received. Based on a sales trend determined from the transaction information, the time window and the offered price can be updated. After the expiration of the time window, redemptions are generated for each purchaser of the product, based at least in part on the final quantity sold during the time window and the offered price-volume break points. A market price elasticity function is interpolated from observed market price elasticities at each price-volume break point. Using the market price elasticity function, dynamic pricing rules are optimized and updated and then used to calculate updated price-volume break points to be offered for the product.

Abstract: A system and method are disclosed including a supply chain network including one or more entities, one or more items and a plan explainer. The plan explainer generates an optimum inventory level based on a root cause of a goal violation by modeling the supply chain network and one or more business objectives as a hierarchy of objective functions. The plan explainer also solves the hierarchy of objective functions, stores plan explanation data and retrieves the plan explanation data. The plan explainer further generates the root cause of the goal violation by parsing the retrieved plan explanation data and calculates the optimum inventory level based on the root cause of the goal violation. In response to the calculated optimum inventory level, at least one of the one or more entities adjusts inventory levels of the one or more items according to the optimum inventory level. Other embodiments are also disclosed.

Abstract: A system and method are disclosed for determining long-range staff planning. Embodiments include determining a baseline measurement of labor needs over a time period of one or more employees at one or more entities and modifying the baseline measurement of the labor needs over the time period based on one or more constraints that allow the one or more employees to work additional types of labor needs at the one or more entities. Embodiments further include determining working times and job assignments of the one or more employees based on one or more simulated employees that represent potential employees to the modified baseline measurement of the labor needs over the time period and storing the determined working times and job assignments in the database for the one or more employees at the one or more entities.

Abstract: A vehicle control apparatus determines that a control start condition is satisfied when there is an object in an area of a route which the own vehicle moves and executes a steering control of steering the own vehicle to increase a yaw angle of the own vehicle with respect to a moving lane of the own vehicle and decrease the yaw angle to avoid a collision of the own vehicle with the object when determining that control start condition is satisfied. The vehicle control apparatus determines that a control termination condition is satisfied when the yaw angle becomes equal to or smaller than a predetermined yaw angle, and a steering angle of the own vehicle becomes equal to or smaller than a predetermined steering angle after starting steering the own vehicle to decrease the yaw angle in executing the steering control.

Abstract: A computer-implemented method for optimizing control of a process includes a computer receiving a process definition and a collection of elements to be arranged in a way that optimizes the utility of the process; initializing the process using a collection of discrete elements (stops, events, work orders, tasks, locations, etc.), and producing a solution for said collection by inserting the elements into the solution using the Minimum Insertion Heuristic; modifying the order of the elements to be inserted and continuing the process to produce solutions with better scores; and continuing to produce solutions based on improving the order of insertion until the process is determined to be sufficiently optimized.

Abstract: The practical application of a multi-objective mixed integer nonlinear optimization model for the improvement of vessel scheduling, which accounts for all major route service cost components reported in the literature and separates them in two conflicting groups. The original mixed integer nonlinear model is linearized by discretizing the vessel sailing speed reciprocal, and the Global Multi-Objective Optimization Algorithm is developed to solve the linearized model. It was found that negotiation of both vessel service time windows and handling rates between liner shipping companies and marine container terminal operators may significantly reduce the total route service cost components. Furthermore, the numerical experiments show that vessel schedules are more sensitive to the unit fuel cost as compared to the unit carbon dioxide emission cost.

Abstract: A system and method are disclosed for image analysis of supply chain planning problems modeled as a linear programming (LP) problems. Embodiments include receiving an LP matrix representing constraints and variables of at least a portion of a supply chain planning problem, generating a sorted variable index for the variables of the LP matrix, generating a sorted constraint index for the constraints of the LP matrix, identifying functions of the variables and the constraints, selecting one or more colors of pixels of a supply chain problem image based, at least in part, on the identified functions of the variables and constraints, selecting locations of the pixels, and displaying a visualization of the supply chain problem image.

Abstract: Systems and methods are provided for assembling an airframe of an aircraft, including receiving a half barrel section of fuselage, advancing the half barrel section in a process direction across multiple stations to separately and simultaneously perform work on the half barrel sections, and subsequently joining the half barrel segments to form a section of the airframe. Each pair of half barrel sections, such as upper and lower half barrels, are progressed through assembly line processes to be delivered to a joining station for joining the half barrels together to form a circumferential section of the fuselage. Multiple joined circumferential sections are joined together to form an elongated extent of the fuselage. Indexing features are provided in the assembly process to monitor and control the progression of the half barrel sections in the work stations of the assembly line process.

Abstract: Methods and systems are described for processing data having varied temporal characteristics to generate predictions related to management arrangements using random forest classifiers. For example, the system may receive first data related to a first management arrangement of a first entity and a second management arrangement of a second entity. The system may receive an output from the random forest classifier related to a predicted second management transformation. The system may then generate for display, in a user interface, a prediction based on the predicted second management transformation.

Abstract: Systems and methods of presenting search results, in response to a general search query, are provided in a manner intended to improve the efficiency of a user that uses general search queries A given user may be interested in results of a specific type, and may consistently interact with the system in a similar manner following conducting a given search. The system tracks requests from a user following a presentation of search results in response to a general search query. This is stored as tracking information. The tracking information is processed to identify patterns in user behaviour, and search results for further search queries are then presented in a manner that takes into account the tracking information. In a specific embodiment, this is applied in an e-commerce context. The tracking information may be stored in association with commerce object types such as products, orders, returns, customers.

Abstract: A vehicle control system includes a first controller, a first communication unit, and a second controller and communication unit both on board a vehicle. The second controller is configured to generate first control signals for controlling the vehicle based at least in part on second control signals received by the second communication unit from the first communication unit. The first controller is configured to receive proximity signals relating to a geographic proximity between two or more designated transports. The transports are respective movements of material from respective first locations to respective second locations. The first controller is further configured to generate a control plan for the two or more transports based at least in part on the proximity signals, and generate the second control signals, for communication to the second controller for controlling completion of the two or more transports, based on the control plan.

Abstract: A method, computer system, and a computer program product for data pipeline prioritization is provided. Embodiments may include receiving, by a cognitive rules engine, one or more data pipelines. Embodiments may then include analyzing, using a computational method of the cognitive rules engine, the one or more data pipelines. Embodiments may lastly include prioritizing the one or more data pipelines based on a result of the computational method of the cognitive rules engine.

Abstract: A workflow may include function calls to functions executed with respect to instances of elements. Health checks of elements of the workflow may be performed with reference to topology such that health checks of elements are omitted where a health check is performed by a parent in the topology. Batch processing of stages of a workflow may be performed with commencement of a stage being initiated based on completion percentage and execution time of a previous stage. Tasks of each stage may be performed by a pool of workers that are reused with pool size being selected based on expected completion time of each stage.

Abstract: A system generates performance data, including supply air temperature and supply air dew point temperature, of an air conditioning device when provided with parameters of the air conditioning device, such as specifications of individual components of the air conditioning device. The system automatically modulates operating parameters for the simulated air conditioning device in order to achieve set point conditions and subsequently provides suggested operating parameters for the air conditioning device to enable the air conditioning device to achieve a set point temperature, a set point relative humidity, and/or a set point dew point temperature at one or more part-load conditions. In one embodiment, the system automatically calibrates the air conditioning device to operate the device to achieve user-defined setpoints.

Abstract: A system for performing contact center agent scheduling according to an embodiment includes at least one processor and at least one memory comprising a plurality of instructions stored thereon that, in response to execution by the at least one processor, causes the system to generate a workload forecast indicative of a demand that will be introduced into the contact center in a future planning period based on a workload forecast model and time series data, generate a staffing requirement forecast indicative of a number of agents required to handle the workload forecast based on the workload forecast, one or more service goals, and a staffing requirement model, and perform schedule optimization using column generation to generate an optimized contact center agent shift schedule for a plurality of agents based on the staffing requirement forecast and one or more constraints.

Abstract: A method can include receiving scheduled tasks associated with subsystems of a wellsite system wherein the scheduled tasks are associated with achievement of desired states of the wellsite system; transmitting task information for at least a portion of the scheduled tasks to computing devices associated with the subsystems; receiving state information via the wellsite system; assessing the state information with respect to one or more of the desired states; based at least in part on the assessing, scheduling a task; and transmitting task information for the task to one or more of the computing devices associated with the subsystems.

Abstract: A replanned plan output device that outputs a replanned plan for an operation plan of performing planned schedules in order by an operation of a vehicle in charge, includes: a replanned candidate determination unit configured to, when a difficult-to-perform schedule that becomes difficult to be performed by the vehicle in charge among the planned schedules occurs, determine another vehicle as a candidate for a substitute vehicle for performing the difficult-to-perform schedule; and a substitute vehicle selection unit configured to, when a plurality of candidates for the substitute vehicle are set, select the substitute vehicle for performing the difficult-to-perform schedule from the plurality of candidates for the substitute vehicle in consideration of the number of changes of the vehicle in charge and an additional cost of each of the schedules specified in the operation plan.

Abstract: A system for providing dynamic roadside assistance coordination may include a customer mobile device or vehicle in direct, or indirect, wireless communication with an insurance provider and/or service provider remote server. The customer's device may transmit a request for roadside assistance (e.g., towing services), and a current GPS location. In response, a closest, trusted service provider vehicle may be determined, and then directed to the customer's location. For instance, a software application may receive the customer location and compare it with availability information to match the customer with a close and trusted service provider. The customer's device may receive an acknowledgement that help is on the way, and be able to track the current location of the service provider vehicle while en route. Payment for the roadside assistance may be automatically and electronically paid by the insurance provider. As a result, prompt and safe roadside assistance may be provided.

Abstract: A method for optimizing personnel utilization is provided. The method includes: accessing first task management planning information that relates to a first project that has not been completed; using the accessed first task management planning information to identify a plurality of tasks to be performed in connection with the first project and to identify a plurality of persons to be assigned to respective tasks; retrieving historical task management information that relates to at least one project that has been completed; and adjusting at least a first portion of the first task management planning information based on the retrieved historical task management information.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for shaping compute load using virtual capacity. In one aspect, a method includes obtaining a load forecast that indicates forecasted future compute load for a cell, obtaining a power model that models a relationship between power usage and computational usage for the cell, obtaining a carbon intensity forecast that indicates a forecast of carbon intensity for a geographic area where the cell is located, determining a virtual capacity for the cell based on the load forecast, the power model, and the carbon intensity forecast, and providing the virtual capacity for the cell to the cell.

Abstract: An embodiment provides a method, including: communicating with a server to obtain a set of event data, said set of event data comprising timestamped event data; automatically determining, using a processor and without additional user input, a delta between said set of event data and a predetermined scheduling milestone, the delta resulting in an event gap; identifying, using a processor, one or more display elements impacted by the event gap; and updating, using the processor, the one or more display elements according to the delta; said updating comprising adjusting a visual characteristic of a display graphic in a schedule view to visually indicate the event gap. Other embodiments are described and claimed.

Abstract: Systems, methods, and other embodiments associated with deploying resources are described. In one embodiment, a method includes receiving a service request comprising an activity to be performed, and accessing a database to identify resources eligible to perform the activity, and a remote device associated with the plurality of resources. An electronic invitation to perform the activity is generated, and includes an option that is selectable by each of the plurality of resources to indicate acceptance of the electronic invitation to perform the activity. The electronic invitation is concurrently transmitted to the remote device associated with each of the plurality of resources identified from the data structure. An earliest acceptance of the electronic invitation is received from a first resource over the communication network, and a schedule associated with the first resource is modified to include the service request as a result of receiving the earliest acceptance.

Abstract: Described is a method and system for vehicle routing and request assignment which incorporates a prediction of future demand. The method seamlessly integrates sampled future requests into request assignments and vehicle routing.

Abstract: A computer-implemented method for managing a graphical user interface for a computer procurement application is disclosed. The graphical user interface is configured to show data related to key performance indicators (KPIs) for an entity and those for a peer group, show recommendations for improving values of the KPIs by adjusting values of configurations associated with the KPIs for the entity based on values of the KPIs and the associated configurations for the peer group in response to a first request, and implement the adjustment in response to a second request.

Abstract: A system and method are disclosed for image analysis of supply chain planning problems modeled as a linear programming (LP) problems. Embodiments include receiving an LP matrix representing constraints and variables of at least a portion of a supply chain planning problem, generating a sorted variable index for the variables of the LP matrix, generating a sorted constraint index for the constraints of the LP matrix, identifying functions of the variables and the constraints, selecting one or more colors of pixels of a supply chain problem image based, at least in part, on the identified functions of the variables and constraints, selecting locations of the pixels, and displaying a visualization of the supply chain problem image.

Abstract: Aspects of the technology relate to providing service area maps for an autonomous vehicle transportation service having a fleet of vehicles. For instance, each vehicle of the fleet is associated with a polygon corresponding to a service area for that vehicle. A first location may be received from a client computing device, and a set of vehicles of the fleet of vehicles that are currently available to provide transportation services may be identified based on the first location. The polygons associated with each of the set of vehicles may be used to determine a first polygon having a geographic area. A first portion of map information corresponding to the geographic area of the first polygon may be identified, and the first portion may be provided to the client computing device for display to a user such that the portion represents a currently available service area for the user.

Abstract: A system and method are disclosed for determining long-range staff planning. Embodiments include determining a baseline measurement of labor needs over a time period of one or more employees at one or more entities and modifying the baseline measurement of the labor needs over the time period based on one or more constraints that allow the one or more employees to work additional types of labor needs at the one or more entities. Embodiments further include determining working times and job assignments of the one or more employees based on one or more simulated employees that represent potential employees to the modified baseline measurement of the labor needs over the time period and storing the determined working times and job assignments in the database for the one or more employees at the one or more entities.

Abstract: A method for automated part probing using a physical machine defining a physical working volume, the method including: generating a virtual model based on a virtual part design received from a user account, the virtual model comprising a virtual part model, based on the virtual part design, virtually fixed to a virtual fixture plate arranged within a virtual working volume representative of the physical working volume; generating a probing routine based on the virtual model; sending the probing routine to the machine; receiving probe outputs from the machine; and validating the virtual model based on the probe outputs.

Abstract: A method for planning under uncertainty is disclosed. The method includes steps of processing a stochastic programming formulation based on forecast values of at least one of product and service configurations, and determining a resource requirements plan for one or more planning periods in a non-deterministic bill of resources of at least two levels.

Abstract: A supply chain model generation system independently uses a business entity code and an item code representing an item related to a transaction in result information on a supply chain operation of a plurality of business entities; transaction information is extracted from the result information and a transaction time series information table is generated; a relationship in the transaction time series information table in each business entity is analyzed and a virtual business entity code on a supply side and a virtual business entity code on a demand side are assigned for each business entity code; and further a logical model information table where a virtual item code is assigned with respect to an item code related to the transaction of a business entity of the virtual business entity code on the supply side and a business entity of the virtual business entity code on the demand side is generated.

Abstract: Distributing and rebalancing crewless vehicles (CV) by receiving a CV demand-availability gap, identifying candidate CV to relocate to close the CV demand-availability gap, identifying a candidate transport to relocate the CV to close the CV demand-availability gap, generating a candidate CV relocation plan, optimizing an overall CV relocation plan, and executing the overall CV relocation plan.

Abstract: A learning management system may be configured to retrieve roster data from a roster database and determine from the roster data whether a pilot has a scheduled downtime during a flight or a layover time before the flight. The system may further retrieve flight data associated with the flight from the learning management system and determine a training concept associated with the flight. The system may also select a training exercise from multiple training exercises, where the training exercise is associated with the training concept. A notification may be sent to an electronic device associated with the pilot, where the notification includes an offer to perform the training exercise.

Abstract: Various embodiments of a system and method for generating a delivery plan for multi-tier delivery schemes are described. Embodiments may include generating a delivery plan for a region including multiple delivery locations. The delivery plan may specify at least one agent delivery route within the region. The delivery route may include at least one shipment acquisition location coinciding with an expected travel route of a vehicle conveying shipments. The agent delivery route may be traversed by an agent that is to deliver a specific group of shipments acquired from the vehicle at the shipment acquisition location. Embodiments may include selecting the specific group of shipments for delivery on the delivery route. The selecting is based on a time constraint for delivering the group of shipments to respective delivery locations along the delivery route, and historical delivery time information for previous deliveries to the delivery locations along the delivery route.

Abstract: A method for improving performance of a computer procurement application includes using the procurement control system computer, determining a peer group associated with a first entity; using a procurement control system computer, obtaining, from client computers respectively associated with the entities, configurations that instruct a procurement application how to perform procurement tasks for the respective entities of the entities in the peer group; using a procurement control system computer, obtaining, from a first client computer associated with the first entity, a first configuration that instruct the procurement application how to perform procurement tasks for the first entity; obtaining a desired end result from the first entity; using the procurement control system computer, using a machine learning algorithm, determining configurations of the peer groups that have a causal relationship to the desired end result; providing a description of the configuration value to the client computer associated w

Abstract: Techniques are disclosed relating to multi-level, cluster-based optimization. In various embodiments, the disclosed techniques include performing a multi-level optimization operation to optimize the composition of a cluster of collections. For example, in various embodiments, the disclosed techniques include iteratively filtering a (typically large) set of available items down into progressively smaller subsets, from which items may be selected to modify the composition of the collections in a cluster of related collections. In some embodiments, the disclosed techniques include performing multi-level optimization operation that includes a collection-level optimization calculation for individual collections in the cluster, and, after filtering the set of available items based on the collection-level optimization calculations, performing a cluster-level optimization calculation.

Abstract: A crew planning system includes a demand forecasting module and an optimization module. The system forecasts anticipated reserve demand levels, and determines suitable reserve staffing approaches to meet anticipated reserve demand. The forecasting is based upon probabilistic distribution models which take into account variability associated with reserve demand for a particular day. Via use of the crew planning system, reserve staffing expenses may be reduced and/or reserve demand may be met with a higher degree of probability.

Abstract: The present disclosure relates to the technical field of automated warehousing, and relates to an inventory scheduling method and device and a non-transitory computer readable storage medium. The method of the present disclosure includes: obtaining an order to be picked, the order to be picked comprising a kind(s) of goods to be picked; determining order processing capability information of each of a plurality of picking workstations, according to at least one of position distribution information of a rack(s) storing at least one kind of the goods to be picked relative to each of the picking workstations, position distribution information of an available transfer machine(s) relative to each of the picking workstations, or load information of each of the picking workstation; and allocating the order to be picked to one of the picking workstations according to the order processing capability information of each of the picking workstations.

Abstract: The invention is generally related to operations support systems and more specifically, to a method of and system for managing and planning future use of resources. One embodiment of the invention comprises an operations support system which displays multiple visits across a timeline, each visits being associated with a set of resource requirements. The system tabulates, in real-time, the total level of resources required for all of the visits, for each given day, comparing these totals against nominal available resource levels. If there is a shortfall, the system displays a number associated with the short-fall, such as the number of additional technicians that would be required. This provides the user with feedback so he/she can amend visits and tasks within visits to resolve short-falls in resources.

Abstract: Disclosed is a method involving identifying a first activity a user is to complete using a computing resource; causing a client device operated by the user to output a first notification concerning the first activity, the first notification including at least one first user interface element with which the user can interact to begin the first activity; determining an estimated time for the user to complete the first activity; and causing the client device to output an indication of the estimated time in association with the first notification.

Abstract: A system for enforcing compliance and testing for software development, comprising an indexing service configured to create a dataset by processing and indexing source code of a project by a developer, perform a code audit on the indexed source code, store results from the code audit in the dataset, gather additional information relating to the provided project, store the additional information in the dataset, and store the dataset into memory; and a monitoring service configured to continuously monitor the project for source code changes and make changes to the dataset as needed. Further comprising an enforcement module to automatically verify code and other media related to the software development process by ensuring obligations from a rules database are met and where not able to automate the compliance check forward to an appropriate authority, receive back the manually reviewed compliance check, then produce and implement automated recommendations for compliance adherence.

Abstract: A system and method for meta-indexing, search, compliance, and test framework for software development using smart contracts is provided, comprising an indexing service configured to create a dataset by processing and indexing source code of a project provided by a developer, perform a code audit on the indexed source code, store results from the code audit in the dataset, gather additional information relating to the provided project, store the additional information in the dataset, and store the dataset into memory; and a monitoring service configured to continuously monitor the project for at least source code changes and make changes to the dataset as needed. Additionally, a smart contract authority creates and enforces smart contracts for every transaction taking place upon the software essentially mandating and guaranteeing the security and authenticity of the software during the software's development and use.

Abstract: A method of specifying behavior among a group of computing tasks included in a request to be performed in a domain of computing resources is disclosed. Method steps include receiving, at a scheduler operably coupled to the domain, a p/f request, the received p/f request including a first group and a first relationship, the first group comprising at least a first p/f group element and a second p/f group element, the first relationship defining a desired behavior of the first and second p/f group elements with respect to each other during performance of the p/f request; determining whether the domain includes available computing resources capable of satisfying the first relationship; and in response to a determination that the domain includes available computing resources capable of satisfying the first relationship, allocating, with the scheduler, at least one available computing resource to fulfill the p/f request.

Abstract: A computer-implemented method for scheduling a series of recurring events including: receiving one or more requests to allocate resource(s) to a series of recurring events, wherein the one or more requests specify, for each event, a corresponding desired time period over which the resource(s) are to be allocated, and the one or more requests further specify one or more adjustment criteria for defining, for one or more of the events, one or more permissibly adjusted time periods from the desired time period; obtaining, for each event, resource availability data indicative of an availability of the resource(s) during the desired time period; and, for each event: determining, based on the resource availability data, a viable time period, wherein the viable time period is either the desired time period or a permissibly adjusted time period that satisfies the one or more adjustment criteria; and allocating the resource(s) to the viable time period.

Abstract: A system and method that enables the ongoing communication, tracking, and management review of feedback among a population of workers and their management.

Abstract: Systems and methods can enhance efficiencies of order fulfillment processes. For example, this document describes systems and methods for optimizing the efficiency of multiple order sortation process lines to expedite order processing in a cost-effective manner. In some embodiments, this innovation includes an efficient method for loading or filling the capacity of multiple parallel order sortation process lines so that they operate at peak efficiently and the operators are utilized at a high level. Additionally, the systems and methods promote efficiency enhancements of order sortation equipment by reducing the potential for downtime due to material flow interferences.