Solutions Reference: SOL-006
Integrate
Create a coherent view across systems so teams can work from more complete, consistent information.
What it does
Business information can be scattered across internal and external systems, with different formats and structures. Integrate brings data from multiple sources into a coherent, synchronized view and helps resolve duplicate records and inconsistencies automatically.
Use cases
Organizations can bring together structured and unstructured information held in different systems, then use the integrated view for analysis across sources. A consistent, traceable view can also help when teams need to understand which information is being used for privacy-related work.
Benefits
An integrated view reduces the effort of working around duplicate or conflicting records and gives analysts more depth across the available information. Keeping a reliable, traceable value for each data point can also support privacy needs and better-informed decisions.
How it works
Integrate combines prioritized sources progressively and keeps the provenance of individual data points under control. Machine-learning methods help identify duplicates and inconsistencies, while semantic rules validate the combined dataset. Teams can decide which value to use when sources differ, then repeat or extend the integration as priorities change. Linked-data methods make relationships across sources explicit and reusable.