Warranty insight solution framework system and method
First Claim
1. A warranty insight solution framework method comprising:
- populating a data mart with data associated with warranty covered parts from a plurality of sources;
text analyzing and mining unstructured data of the data mart according to a uniform structure;
consolidating the uniform structured data by removing redundant data from the uniform structured data of the data mart;
performing root cause analysis assistance on staged data mart data, wherein the root cause analysis includes evaluating, identifying, and measuring root causes of warranty problems on the warranty covered parts based on the consolidated uniform structured data;
generating a root cause analysis output from the root cause analysis, wherein the root cause analysis output includes information associated with failure of the warranty covered parts and corresponding servicing guidelines;
merging the root cause analysis output with the data of the data mart; and
generating a final output including generating design improvement methodologies and providing spare parts management support based on at least a portion of the merged data of the data mart.
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Abstract
A system and method of warranty insight solution are disclosed. In one embodiment, a method includes populating a data mart with data from a number of sources, text analyzing and mining the unstructured data of the data mart according to a uniform structure, performing root cause analysis assistance on staged data mart data, generating root cause analysis output from the root cause analysis, merging the root cause analysis output with the data of the data mart, and generating final output based on a portion of the merged data of the data mart. The data may include data selected from a group including warranty claim data, traceability data, supplier data, manufacturer data, retailer data, customer data, component data, service data, failure data, field data, vehicle failure fault codes trough telematics, and collection center data.
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Citations
25 Claims
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1. A warranty insight solution framework method comprising:
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populating a data mart with data associated with warranty covered parts from a plurality of sources; text analyzing and mining unstructured data of the data mart according to a uniform structure; consolidating the uniform structured data by removing redundant data from the uniform structured data of the data mart; performing root cause analysis assistance on staged data mart data, wherein the root cause analysis includes evaluating, identifying, and measuring root causes of warranty problems on the warranty covered parts based on the consolidated uniform structured data; generating a root cause analysis output from the root cause analysis, wherein the root cause analysis output includes information associated with failure of the warranty covered parts and corresponding servicing guidelines; merging the root cause analysis output with the data of the data mart; and generating a final output including generating design improvement methodologies and providing spare parts management support based on at least a portion of the merged data of the data mart. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A system, comprising:
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a processor; and a memory coupled to the processor, wherein the memory includes; a data mart populated with data associated with warranty covered parts from a plurality of sources; a text mining and analytics module to structure unstructured data of the data mart according to a uniform structure; a consolidation module to consolidate the uniform structured data by removing redundant data from the uniform structured data of the data mart; an analysis module to assist root cause analysis on staged data mart data, wherein the root cause analysis includes evaluating, identifying, and measuring root causes of warranty problems on the warranty covered parts based on the consolidated uniform structured data; a root cause analysis output module to generate a root cause analysis output from the root cause analysis, wherein the root cause analysis output includes information associated with failure of the warranty covered parts and corresponding servicing guidelines; a merge module to merge the root cause analysis output with the data of the data mart; and a final output module to generate a final output including generating design improvement methodologies and providing spare parts management support based on at least a portion of the merged data of the data mart. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19, 20, 21)
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22. An article, comprising:
a storage medium having instructions, that when executed by a computing platform, result in execution of a warranty insight solution framework method, comprising; populating a data mart with data associated with warranty covered parts from a plurality of sources; text analyzing and mining unstructured data of the data mart according to a uniform structure; consolidating the uniform structured data by removing redundant data from the uniform structured data of the data mart; performing root cause analysis assistance on staged data mart data, wherein the root cause analysis includes evaluating, identifying, and measuring root causes of warranty problems on the warranty covered parts based on the consolidated uniform structured data; generating a root cause analysis output from the root cause analysis, wherein the root cause analysis output includes information associated with failure of the warranty covered parts and corresponding servicing guidelines; merging the root cause analysis output with the data of the data mart; and generating a final output including generating design improvement methodologies and providing spare parts management support based on at least a portion of the merged data of the data mart. - View Dependent Claims (23, 24, 25)
Specification