Transforms fragmented enterprise data into AI-understandable knowledge and virtual "knowledge layers"/digital twins to remove data silos. Provides ontology automation to build relational graphs; DELTAFlow for automatic P&ID symbol/text-to-digital-asset conversion; and GORAG enterprise AI with evidence-backed, high-accuracy (98%) analysis for industrial, manufacturing, plant and financial domains.