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.