Frontline Investigation

Oct 13, 2026 · Big Data

Same Field Name, Different Business Events: The Semantic Gap in Data Integration

Technically integrated data fields with identical names can represent different business events, leading to misleading analytics unless semantic metadata aligns the meaning behind each value.