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At Neuralk-AI, we develop our own AI embedding models specialized for structured data representation, allowing enterprises to build custom AI solutions that accurately interact with their own structured data. Our models leverage Graph Neural Networks (GNNs)-based models to deliver exceptional performance in representation and transfer learning tasks on structured datasets, giving these models a great potential for data cleaning and enrichment solutions.