Make even the most diverse and dynamic data AI-ready. Data harmonization makes complex and imperfect data compatible and comparable, even when it comes from a wide range of unrelated sources.

Data integration is a group of technical and business processes — such as ETL, data replication and data virtualization — that combine data from disparate sources into a meaningful and valuable data set for business intelligence and business analytics. A complete data integration solution delivers data from multiple on-premises and cloud sources to support a business-ready trusted data pipeline for DataOps.