Matching cannot repair vague data. When expertise, services and markets are ambiguous, even a sophisticated system produces connections that are difficult to explain.\n\nThe first InnoKultura release therefore prioritizes structured profiles, reviewed translations and verification states kept separate from membership levels.\n\nArtificial intelligence may assist discovery in the future, but it will not replace editorial responsibility or the consent of both parties.
Data quality comes before matching
Useful recommendations begin with clear profiles, consistent taxonomies and information approved by a person.