Asset-data integration

There are provided asset-data integration systems and methods for use by such systems. Such a system includes a hardware processor, a system memory, and an asset-data synthesis unit including a data translation module and a data integration module, stored in the system memory. The system is configured to receive domain specific asset description data expressed using different descriptive vocabularies, and to translate the domain specific asset description data to produce common format asset description data. The system is further configured to identify the common format asset description data describing the same asset, to integrate that common format asset description data to produce an integrated asset description data describing the asset, and to generate a synthesized data describing the asset and linking the integrated asset description data and the domain specific asset description data.