

Data integration is the process of combining data from multiple source systems to create standardized sets of information for operational and analytical uses. Data integration is an essential process of comprehensive data management; its goal is to produce standardized data sets that are clean and consistent and meet the information needs of various end users in an enterprise.


Capabilities
Select the right data integration tools and techniques for your disparate data and determine where you should integrate your data, such as in a data lake, a persistent staging layer in a data warehouse, or a dimensional warehouse.
Prioritize which data to integrate—and which to not—to control the costs associated with integrating, transforming, and storing your data.
Integration of data from multiple sources and handling of structured, semi-structured, and unstructured from stream and batch processing.

Big Data
Big data is vast and complex collections of data obtained from various sources such as web pages…
Data Warehouse
A data warehouse serves as a central repository for information that flows into it from various…
Data Lake
A data lake is a centralized repository that allows storing all data of both structured and…
Lake House
A data lakehouse is a new, big-data storage architecture that combines the best features of both…
Data Quality
Data quality is a measure of the state of an enterprise's data based on several factors, such as…
Data Modeling
Data modeling is creating a simplified flowchart of a software system and all the data it…
Data Streaming
Data streaming is the process of seamless and continuous transmission of data at a constant rate…
ODS Operational Data Store
The operational data store (ODS) is an active database used as a temporary place to store data…
MDM Master Data Management
Master data management (MDM) is the process of creating a consolidated set of data about…
Meta Data Management
Metadata management is the management of data that describes other data by designing a metadata…
Data Virtualization
Data virtualization is an approach to data management that allows data to be retrieved,…