Abstract: The system and methods described herein allow users to apply for a purchase of a good from multiple providers using provider specific methodologies for generating offers for the product. For example, the system described herein may include a multi-layer architecture that includes interactive micro-services that communicate together in a bi-directional manner to create a normalized process for the purchase of a good, such as commercial goods/products (e.g. a vehicle) or real property. The micro-services may assess prequalification for a loan or financing for a good, followed by determining eligibility of the good for financing, and further followed by calculating pricing details for loans (e.g. for financing purchase of the good) that would be offered for a consumer's particular financial credentials, for each of a plurality of lenders. Prequalification and pricing may be performed on a good by good basis, or for a plurality of goods near or substantially simultaneously.

Abstract: A multi-lender architecture evaluates applicant data against lending rule sets of multiple lenders. Rule sets provided by different lenders may be expressed differently. The multi-lender architecture transforms the rules in each rule set and represents the rules in a normalization grid. The normalization grid allows a single algorithm to evaluate the rules of different lenders.

Abstract: Aspects described herein may relate to methods, systems, and apparatuses that partitions searchable content and distributes the segments across a plurality of processing nodes, which in turn further sub-partitions the partitions for processing by local search actor in order to increase the speed with which a search request from a user is processed. Processing nodes available to receive partitioned searchable content are registered with an external storage device. The external storage device also maintains a global results collector that compiles results from the partitions of searchable content. Respective local collector actors receive compiled results from local search actors for a processing node and the compiled results are sent to the global results collector for compiling for the plurality of processing nodes. Results of the user search request are then provided to the user.

Abstract: A computer system for secure data access control, according to some examples, may perform operations including: receiving first data from a first client associated with a first user; using a first data access agent to store the first data in a first data store, the first data access agent having access to the first data store and not having access to a second data store; receiving second data from a second client associated with a second user; and using a second data access agent to store the second data in the second data store, the second data access agent having access to the second data store and not having access to the first data store

Abstract: A computer system for secure data access control, according to some examples, may perform operations including: receiving first data from a first client associated with a first user; using a first data access agent to store the first data in a first data store, the first data access agent having access to the first data store and not having access to a second data store; receiving second data from a second client associated with a second user; and using a second data access agent to store the second data in the second data store, the second data access agent having access to the second data store and not having access to the first data store.

Abstract: Aspects described herein may relate to methods, systems, and apparatuses that partitions searchable content and distributes the segments across a plurality of processing nodes, which in turn further sub-partitions the partitions for processing by local search actor in order to increase the speed with which a search request from a user is processed. Processing nodes available to receive partitioned searchable content are registered with an external storage device. The external storage device also maintains a global results collector that compiles results from the partitions of searchable content. Respective local collector actors receive compiled results from local search actors for a processing node and the compiled results are sent to the global results collector for compiling for the plurality of processing nodes. Results of the user search request are then provided to the user.

Abstract: Disclosed herein are system, method, and computer program product embodiments for sorted parallel processing of large dataset to provide quicker search results to a user. An embodiment operates by receiving a search request containing a first attribute from a user, determining an intermediate result set of items in a database based on the search request, and sorting the items based on a second attribute of the items. The embodiment further operates by dividing the sorted items into a plurality of batches with sequential IDs, determining a result corresponding to the first attribute for each item in parallel, creating a sequentially-ordered list of determined results, identifying a subset of determined results based on a comparison between the determined results and a target result, determining a final result set of items, and returning at least a portion of the final result set of items to the user.

Abstract: Disclosed herein are system, method, and computer program product embodiments for sorted parallel processing of large dataset to provide quicker search results to a user. An embodiment operates by receiving a search request containing a first attribute from a user, determining an intermediate result set of items in a database based on the search request, and sorting the items based on a second attribute of the items. The embodiment further operates by dividing the sorted items into a plurality of batches with sequential IDs, determining a result corresponding to the first attribute for each item in parallel, creating a sequentially-ordered list of determined results, identifying a subset of determined results based on a comparison between the determined results and a target result, determining a final result set of items, and returning at least a portion of the final result set of items to the user.

Abstract: Disclosed herein are system, method, and computer program product embodiments for sorted parallel processing of large dataset to provide quicker search results to a user. An embodiment operates by receiving a search request containing a first attribute from a user, determining an intermediate result set of items in a database based on the search request, and sorting the items based on a second attribute of the items. The embodiment further operates by dividing the sorted items into a plurality of batches with sequential IDs, determining a result corresponding to the first attribute for each item in parallel, creating a sequentially-ordered list of determined results, identifying a subset of determined results based on a comparison between the determined results and a target result, determining a final result set of items, and returning at least a portion of the final result set of items to the user.

Abstract: Aspects described herein may relate to methods, systems, and apparatuses that partitions searchable content and distributes the segments across a plurality of processing nodes, which in turn further sub-partitions the partitions for processing by local search actor in order to increase the speed with which a search request from a user is processed. Processing nodes available to receive partitioned searchable content are registered with an external storage device. The external storage device also maintains a global results collector that compiles results from the partitions of searchable content. Respective local collector actors receive compiled results from local search actors for a processing node and the compiled results are sent to the global results collector for compiling for the plurality of processing nodes. Results of the user search request are then provided to the user.

Abstract: Disclosed herein are system, method, and computer program product embodiments for sorted parallel processing of large dataset to provide quicker search results to a user. An embodiment operates by receiving a search request containing a first attribute from a user, determining an intermediate result set of items in a database based on the search request, and sorting the items based on a second attribute of the items. The embodiment further operates by dividing the sorted items into a plurality of batches with sequential IDs, determining a result corresponding to the first attribute for each item in parallel, creating a sequentially-ordered list of determined results, identifying a subset of determined results based on a comparison between the determined results and a target result, determining a final result set of items, and returning at least a portion of the final result set of items to the user.

Abstract: Aspects described herein may relate to methods, systems, and apparatuses that partitions searchable content and distributes the segments across a plurality of processing nodes, which in turn further sub-partitions the partitions for processing by local search actor in order to increase the speed with which a search request from a user is processed. Processing nodes available to receive partitioned searchable content are registered with an external storage device. The external storage device also maintains a global results collector that compiles results from the partitions of searchable content. Respective local collector actors receive compiled results from local search actors for a processing node and the compiled results are sent to the global results collector for compiling for the plurality of processing nodes. Results of the user search request are then provided to the user.

Abstract: A computer system for secure data access control, according to some examples, may perform operations including: receiving first data from a first client associated with a first user; using a first data access agent to store the first data in a first data store, the first data access agent having access to the first data store and not having access to a second data store; receiving second data from a second client associated with a second user; and using a second data access agent to store the second data in the second data store, the second data access agent having access to the second data store and not having access to the first data store.

Abstract: Disclosed herein are system, method, and computer program product embodiments for sorted parallel processing of large dataset to provide quicker search results to a user. An embodiment operates by receiving a search request containing a first attribute from a user, determining an intermediate result set of items in a database based on the search request, and sorting the items based on a second attribute of the items. The embodiment further operates by dividing the sorted items into a plurality of batches with sequential IDs, determining a result corresponding to the first attribute for each item in parallel, creating a sequentially-ordered list of determined results, identifying a subset of determined results based on a comparison between the determined results and a target result, determining a final result set of items, and returning at least a portion of the final result set of items to the user.

Abstract: Aspects described herein may relate to methods, systems, and apparatuses that partitions searchable content and distributes the segments across a plurality of processing nodes, which in turn further sub-partitions the partitions for processing by local search actor in order to increase the speed with which a search request from a user is processed. Processing nodes available to receive partitioned searchable content are registered with an external storage device. The external storage device also maintains a global results collector that compiles results from the partitions of searchable content. Respective local collector actors receive compiled results from local search actors for a processing node and the compiled results are sent to the global results collector for compiling for the plurality of processing nodes. Results of the user search request are then provided to the user.

Abstract: A computer system for secure data access control, according to some examples, may perform operations including: receiving first data from a first client associated with a first user; using a first data access agent to store the first data in a first data store, the first data access agent having access to the first data store and not having access to a second data store; receiving second data from a second client associated with a second user; and using a second data access agent to store the second data in the second data store, the second data access agent having access to the second data store and not having access to the first data store.

Abstract: The system and methods described herein allow users to apply for a purchase of a good from multiple providers using provider specific methodologies for generating offers for the product. For example, the system described herein may include a multi-layer architecture that includes interactive micro-services that communicate together in a bi-directional manner to create a normalized process for the purchase of a good, such as commercial goods/products (e.g. a vehicle) or real property. The micro-services may assess prequalification for a loan or financing for a good, followed by determining eligibility of the good for financing, and further followed by calculating pricing details for loans (e.g. for financing purchase of the good) that would be offered for a consumer's particular financial credentials, for each of a plurality of lenders. Prequalification and pricing may be performed on a good by good basis, or for a plurality of goods near or substantially simultaneously.

Abstract: A computer system for secure data access control, according to some examples, may perform operations including: receiving first data from a first client associated with a first user; using a first data access agent to store the first data in a first data store, the first data access agent having access to the first data store and not having access to a second data store; receiving second data from a second client associated with a second user; and using a second data access agent to store the second data in the second data store, the second data access agent having access to the second data store and not having access to the first data store