1. An asset-data integration system comprising: a hardware processor and a system memory; an asset-data synthesis unit stored in the system memory, the asset-data synthesis unit including a data translation module and a data integration module; wherein the hardware processor is configured to execute the asset-data synthesis unit to: receive a first and a second domain specific asset description data, the first and second domain specific asset description data being expressed using different descriptive vocabularies; translate the first and second domain specific asset description data to a common descriptive vocabulary to produce respective first and second common format asset description data; identify the first and second common format asset description data as describing a same asset; integrate the first and second common format asset description data to produce an integrated asset description data describing the same asset; and generate a synthesized data describing the same asset, the synthesized data linking the integrated asset description data and the first and second domain specific asset description data.