Implementation - Registry MDM
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A centralized index or registry of master data across multiple systems
Registry MDM focuses on maintaining a centralized index or registry of master data across multiple systems without physically consolidating the data. It serves as a virtual repository of metadata and data location information rather than storing the actual master data.
Registry MDM provides a framework for data discovery, data access, and data synchronization. It enables real-time data integration and supports distributed data governance and stewardship.
This style is beneficial when multiple systems or applications need to access and reference master data without replicating it.
Benefits of registry MDM:
Data integration
Efficient data integration without the need for physical data consolidation.
Data synchronization
Real-time data synchronization across systems, ensuring data consistency.
Data governance
Simplified data governance with centralized data governance policies and controls.
Scalability
Scalability and flexibility to accommodate new systems and applications seamlessly.
Challenges of registry MDM
Data source heterogeneity
Registry MDM relies on data source connectivity and metadata management. Integrating and managing diverse data sources with varying schemas, protocols, and APIs can be complex. Achieving real-time data synchronization and ensuring data accuracy across systems can be challenging.
Data ownership and stewardship
Defining data ownership and stewardship responsibilities can be complex in a registry MDM environment. Since the data remains in its respective systems, clarifying who is responsible for maintaining data quality, resolving conflicts, and enforcing data governance policies is often difficult.
Performance and scalability
As the number of systems and applications accessing the registry increases, scalability and performance can become an issue. Ensuring efficient data access, synchronization, and maintaining acceptable response times can be demanding.
Use case example...
A large financial institution wants to ensure consistent customer data across its various banking applications while maintaining data in its respective systems. Registry MDM enables them to create a centralized index of customer data, allowing all applications to access and update the data in real-time.
How CluedIn solves registry MDM challenges
CluedIn addresses common registry MDM challenges in the following ways:
Internal ID creation
By default, CluedIn creates an internal ID for all data coming into the platform, before cleaning and matching of the data occurs.
Data lineage capabilities
CluedIn has extensive data lineage capabilities and can match the source IDs with CluedIn’s internal unique ID.
Source system management
Without sending data back to the source system, using information about the records that match from CluedIn, corresponding changes can be manually made in source systems.
Powered by Graph
Graph is key to registering records in one place as it provides a schema registry. In addition, CluedIn’s Streaming and GraphQL layers allow you to easily work with the registered data from any system.
View our MDM Implementation styles white paper for the complete overview
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Inbuilt and high compression for low storage footprint
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Inbuilt and high compression for low storage footprint
Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident sunt in culpa qui officia deserunt mollit anim id est laborum.