“Another important aspect of this is having specification models which underpin what we call knowledge graphs,” TopQuadrant Chief Technology Officer and co-founder Ralph Hodgson stated. “In the knowledge-based approach there is some innovation happening that will drive the provisioning of datasets using semantic technology to organize engineering and scientific datasets.”