Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file is received comprising one or more auditable items, each auditable item comprising a word string having one or more words. Each word string for each auditable item is translated using one or more translation steps into a translated item description. Each translated item description is compared to a plurality of terms to generate matching information. Each translated item description is associated with an item identifier based on the matching information. Each auditable item is accepted or rejected based on the item identifier and one or more rules associated with the data file.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file is received comprising one or more auditable items, each auditable item comprising a word string having one or more words. Each word string for each auditable item is translated using one or more translation steps into a translated item description. Each translated item description is compared to a plurality of terms to generate matching information. Each translated item description is associated with an item identifier based on the matching information. Each auditable item is accepted or rejected based on the item identifier and one or more rules associated with the data file.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file is received comprising one or more auditable items, each auditable item comprising a word string having one or more words. Each word string for each auditable item is translated using one or more translation steps into a translated item description. Each translated item description is compared to a plurality of terms to generate matching information. Each translated item description is associated with an item identifier based on the matching information. Each auditable item is accepted or rejected based on the item identifier and one or more rules associated with the data file.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. Data indicative of a vehicle make and model is received, the data comprising one or more make fields and one or more model fields. The one or more model fields are prepared for translation. The one or more make fields are prepared for translation by applying one or more rules from the plurality of rules. Each field of the one or more make fields is associated with one or more make model entries from a plurality of predetermined make model entries. Each field of the one or more model fields is associated with one or more make model entries from the plurality of predetermined make model entries. The data is automatically translated into one or more vehicle identifiers based on the associated make model entries.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. Data indicative of an insurance company name is received, the data comprising one or more words. The data is processed through one or more processing steps to generate processed data comprising one or more processed words. One or more candidate word strings are selected based on the one or more processed words. Matching information is associated with each of the one or more candidate word strings. Analysis information is generated for each of the one or more candidate word strings based on the associated matching information. An insurance company identifier is associated with received data based on the analysis information and one or more matching rules.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file is received comprising one or more auditable items, each auditable item comprising a word string having one or more words. Each word string for each auditable item is translated using one or more translation steps into a translated item description. Each translated item description is compared to a plurality of terms to generate matching information. Each translated item description is associated with an item identifier based on the matching information. Each auditable item is accepted or rejected based on the item identifier and one or more rules associated with the data file.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. Data indicative of an insurance company name is received, the data comprising one or more words. The data is processed through one or more processing steps to generate processed data comprising one or more processed words. One or more candidate word strings are selected based on the one or more processed words. Matching information is associated with each of the one or more candidate word strings. Analysis information is generated for each of the one or more candidate word strings based on the associated matching information. An insurance company identifier is associated with received data based on the analysis information and one or more matching rules.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file comprising make model information, insurance company information, and one or more auditable items, each auditable item comprising a word string having one or more words. The make model information is automatically translated into a vehicle identifier. The insurance company information is automatically translated into an insurance company identifier. The one or more auditable items are automatically translated into one or more groups of identifiers, wherein the one or more groups of identifiers comprises one or more part item identifiers, one or more operational item identifiers, or both. A parts audit report is automatically generated based on the one or more groups of identifiers. An operational audit report is automatically generated. A multi-point estimate is automatically generated based on the parts audit report data and the operational audit report data.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file is received comprising one or more auditable items, each auditable item comprising a word string having one or more words. Each word string for each auditable item is translated using one or more translation steps into a translated item description. Each translated item description is compared to a plurality of terms to generate matching information. Each translated item description is associated with an item identifier based on the matching information. Each auditable item is accepted or rejected based on the item identifier and one or more rules associated with the data file.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file is received comprising one or more auditable items, each auditable item comprising a word string having one or more words. Each word string for each auditable item is translated using one or more translation steps into a translated item description. Each translated item description is compared to a plurality of terms to generate matching information. Each translated item description is associated with an item identifier based on the matching information. Each auditable item is accepted or rejected based on the item identifier and one or more rules associated with the data file.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file is received comprising one or more auditable items, each auditable item comprising a word string having one or more words. Each word string for each auditable item is translated using one or more translation steps into a translated item description. Each translated item description is compared to a plurality of terms to generate matching information. Each translated item description is associated with an item identifier based on the matching information. Each auditable item is accepted or rejected based on the item identifier and one or more rules associated with the data file.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file is received comprising one or more auditable items, each auditable item comprising a word string having one or more words. Each word string for each auditable item is translated using one or more translation steps into a translated item description. Each translated item description is compared to a plurality of terms to generate matching information. Each translated item description is associated with an item identifier based on the matching information. Each auditable item is accepted or rejected based on the item identifier and one or more rules associated with the data file.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. Data indicative of an insurance company name is received, the data comprising one or more words. The data is processed through one or more processing steps to generate processed data comprising one or more processed words. One or more candidate word strings are selected based on the one or more processed words. Matching information is associated with each of the one or more candidate word strings. Analysis information is generated for each of the one or more candidate word strings based on the associated matching information. An insurance company identifier is associated with received data based on the analysis information and one or more matching rules.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. Data indicative of an insurance company name is received, the data comprising one or more words. The data is processed through one or more processing steps to generate processed data comprising one or more processed words. One or more candidate word strings are selected based on the one or more processed words. Matching information is associated with each of the one or more candidate word strings. Analysis information is generated for each of the one or more candidate word strings based on the associated matching information. An insurance company identifier is associated with received data based on the analysis information and one or more matching rules.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. Data indicative of an insurance company name is received, the data comprising one or more words. The data is processed through one or more processing steps to generate processed data comprising one or more processed words. One or more candidate word strings are selected based on the one or more processed words. Matching information is associated with each of the one or more candidate word strings. Analysis information is generated for each of the one or more candidate word strings based on the associated matching information. An insurance company identifier is associated with received data based on the analysis information and one or more matching rules.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. Data indicative of a vehicle make and model is received, the data comprising one or more make fields and one or more model fields. The one or more model fields are prepared for translation. The one or more make fields are prepared for translation by applying one or more rules from the plurality of rules. Each field of the one or more make fields is associated with one or more make model entries from a plurality of predetermined make model entries. Each field of the one or more model fields is associated with one or more make model entries from the plurality of predetermined make model entries. The data is automatically translated into one or more vehicle identifiers based on the associated make model entries.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. Data indicative of a vehicle make and model is received, the data comprising one or more make fields and one or more model fields. The one or more model fields are prepared for translation. The one or more make fields are prepared for translation by applying one or more rules from the plurality of rules. Each field of the one or more make fields is associated with one or more make model entries from a plurality of predetermined make model entries. Each field of the one or more model fields is associated with one or more make model entries from the plurality of predetermined make model entries. The data is automatically translated into one or more vehicle identifiers based on the associated make model entries.

Abstract: A computer system, method and computer readable media for processing historical vehicle replacement part database queries is disclosed. The system can include a data preprocessing unit, a database server coupled to the data preprocessing unit, a web server and an application server programmed to connect operatively to the database server and to the web server. The application server can be programmed to generate dynamic content including a user interface adapted to receive user input and to output result data based upon a database query result, a subrogation claim accuracy verification result and an independent subrogation claim value.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. A data file is received comprising one or more auditable items, each auditable item comprising a word string having one or more words. Each word string for each auditable item is translated using one or more translation steps into a translated item description. Each translated item description is compared to a plurality of terms to generate matching information. Each translated item description is associated with an item identifier based on the matching information. Each auditable item is accepted or rejected based on the item identifier and one or more rules associated with the data file.

Abstract: Described are computer-based methods and apparatuses, including computer program products, for automation of auditing claims. Data indicative of an insurance company name is received, the data comprising one or more words. The data is processed through one or more processing steps to generate processed data comprising one or more processed words. One or more candidate word strings are selected based on the one or more processed words. Matching information is associated with each of the one or more candidate word strings. Analysis information is generated for each of the one or more candidate word strings based on the associated matching information. An insurance company identifier is associated with received data based on the analysis information and one or more matching rules.