Säde Haveri

Säde Haveri, entrepreneur and metadata specialist who champions semantics and data governance, explains why data must mirror an organization’s language. Short, clear takes on aligning conceptual models with physical data. Tips on prioritizing KPIs and master data. A lively case for shifting meaning work left and making metadata machine readable.

Säde Haveri, entrepreneur and metadata specialist who organizes Helsinki Data Week, argues metadata is the bridge between systems and people. She discusses why data must match organizational language. She covers defining shared meanings, prioritizing critical datasets, embedding definitions early, and using ontologies and knowledge graphs to make semantics machine readable.