Suppliers often describe the same materials and parts differently. Missing specifications and duplicate records add to the problem, slowing onboarding and making products harder to compare. KOIOS is the Semantic Data Intelligence Platform that gives material master data shared, standards-based meaning. It helps procurement teams make confident purchasing decisions and exchange reliable information across suppliers, systems, jurisdictions and languages.