Insights
What Is A Golden Record In Master Data Management?
Quick access:
- What Is A Golden Record?
- Why Are Golden Records Important?
- How Is A Golden Record Created?
- Where Does A Golden Record Live?
- Golden Records And AI.
- FAQs
Your customer and product data is probably spread across multiple systems. CRM, ERP, PIM, e-commerce platforms and other applications all hold valuable information, but they don’t always agree on that information.
A customer may have different records across systems. A product may have different names, identifiers or attributes depending on where you look. When these records cannot be reliably connected, it becomes difficult to determine which information is accurate and which records represent the same entity.
This is one of the challenges Master Data Management (MDM) is designed to solve. A Golden Record brings data from multiple sources together to create one trusted, consistent representation of a customer, product or other business entity.
But what exactly makes a record “golden”? And how does a Golden Record help organizations create trusted master data?
What Is A Golden Record?
A Golden Record is a single, governed and trusted representation of one real-world entity, created by reconciling data from multiple sources. Instead of simply choosing one existing record, a Golden Record combines information from different systems and determines which data should be trusted.
For example, a CRM may contain the customer’s current contact details, while an ERP contains their account information and another system holds additional relationship data. By matching these records and applying data quality and governance rules, an MDM solution can bring the relevant information together into one Golden Customer Record.
The same principle can be applied to other types of master data. A Golden Product Record, for example, provides a trusted representation of a product by reconciling product information from systems such as ERP, PIM, suppliers and e-commerce platforms.
The goal of a Golden Record is not to replace the systems that contain the original data. Instead, it creates a trusted master-data representation that connects information across systems and gives the organization a consistent understanding of the entities it works with.
Why Are Golden Records Important?
Golden Records provide a trusted data foundation for working with customer-, product- and other multi-domain data. They help organizations improve data quality, create consistent entity identities and use data more reliably across departments, processes and applications. A Golden Record will provide your organization with:
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Better data quality
Reduce duplicates, inconsistencies and conflicting records.
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Better customer understanding
Create a consistent identity across systems.
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Better product information
Ensure product information is based on a consistent product identity.
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More reliable analytics
Avoid counting the same customer or product multiple times.
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Better customer experiences
Different departments can work with a more consistent understanding of the customer.
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More reliable AI
AI applications receive more consistent and contextual data.
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Better business processes
Sales, marketing, service, commerce and other processes can work from trusted master data.
How Is A Golden Record Created?
Creating a Golden Record is more than simply combining or deduplicating records. It involves collecting data from different sources, determining which records belong to the same real-world entity, and applying rules to create a trusted representation.
The process typically consists of seven steps:
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Collect data from multiple sources
The process starts by bringing together relevant data from the systems where it is stored. For customer data, this could include CRM, ERP, e-commerce and customer service systems. For product data, sources may include ERP, PIM, supplier systems and e-commerce platforms.
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Standardize the data
Data from different systems often uses different formats and conventions. Standardization brings this information into a consistent format, making it easier to compare and match records. This can include standardizing names, addresses, identifiers, units or other attributes.
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Match records
The next step is to determine which records refer to the same real-world entity. Matching can use identifiers, attributes or a combination of data points to identify duplicate or related records. For customers, this means determining whether records across different systems belong to the same person or organization. For products, it means determining whether records refer to the same product.
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Consolidate records
Once matching records have been identified, the relevant information can be consolidated into one representation of the entity. This creates the foundation for the Golden Record without necessarily replacing the original records in their source systems.
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Apply survivorship rules
Different sources may contain conflicting information. Survivorship rules determine which value should be used when this happens. For example, one system may be considered the authoritative source for contact information, while another may be the preferred source for a particular product attribute.
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Validate and govern
The resulting Golden Record needs to be checked against data quality and governance requirements. Organizations can define rules for accuracy, completeness, consistency and ownership, while data stewards can review records or conflicts that require human intervention.
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Distribute the trusted record
Finally, the trusted master data can be made available to the systems and processes that need it. This allows departments and applications to work with a consistent representation of the customer, product or other business entity, while the original source systems can continue to serve their operational purposes.
Want to turn your fragmented data into reliable Golden Records?
Get in touch to discover how Master Data Management (MDM) can help your organization create and maintain trusted data.
Golden Customer Record Vs. Golden Product Record.
The main difference between a Golden Customer Record and a Golden Product Record is what the Golden Record represents. A Golden Customer Record establishes a trusted view of who the customer is, while a Golden Product Record establishes a trusted view of what the product is. Both use the same MDM principles of reconciliation, governance and data quality, but apply them to different types of master data.
What Is A Golden Customer Record?
A Golden Customer Record is created by reconciling customer information from different sources. It may include core identity and contact information, customer IDs, account details and relevant relationships. It establishes a trusted customer identity that can be used across processes and applications. Transactional and behavioral data, such as purchases, website visits and marketing interactions, do not necessarily become part of the Golden Record and can remain in the systems where they are managed.
What Is A Golden Product Record?
A Golden Product Record is created by reconciling product information from different sources. It may include product identifiers, names, brands, classifications, specifications, dimensions, attributes and relevant relationships. It establishes a consistent product identity that can be used across systems such as ERP, PIM and e-commerce. Transactional and behavioral data, such as orders, sales history and product views, do not necessarily become part of the Golden Record and can remain in the systems where they are managed.
The Role Of PIM, ERP, CRM And MDM.
Different business systems manage different types of information. ERP, CRM and PIM systems are typically important sources of master data, while MDM provides the processes and governance needed to reconcile that information into trusted Golden Records.
- ERP (Enterprise Resource Planning) systems typically contain core operational and transactional information about products, suppliers, customers and financial processes. For products, an ERP may be an important source for identifiers, stock information, prices and other operational attributes. For customers, it can contain account, billing and financial information.
- CRM (Customer Relationship Management) systems primarily manage customer and relationship data. They can contain customer identities, contact details, account information and interactions with sales and service teams. This makes CRM an important source when creating a Golden Customer Record, although it is not necessarily the authoritative source for every customer attribute.
- PIM (Product Information Management) systems focus specifically on product information and enrichment. They can contain product descriptions, specifications, attributes, classifications, digital assets and other information needed to present products consistently across sales and marketing channels. A PIM can therefore be an important source for a Golden Product Record, particularly for product content that needs to be enriched and distributed.
- MDM (Master Data Management) provides the processes and governance needed to reconcile these sources. Rather than simply replacing ERP, CRM or PIM, MDM can reconcile information from multiple systems , resolve duplicate or matching entities, apply data quality and governance rules, and determine which information should be trusted. This enables the organization to create and maintain a Golden Record that can be shared across relevant systems and processes.
In this setup, ERP, CRM and PIM can act as sources of master data, while MDM provides the framework for creating a trusted, governed and consistent view of that data. The exact role of each system depends on the organization’s architecture and which system is considered authoritative for a particular data attribute.
Where Does A Golden Record Live?
Depending on the architecture, the mastered record can be managed by an MDM platform, another master-data layer or a specialized domain system. The important question isn’t: “where does the Golden Record live?”, but “Where is the trusted master representation governed and maintained?”.
The Golden Record does not necessarily replace the systems where the original data is stored. Depending on the architecture, ERP, CRM, PIM and other source systems can continue to operate alongside the mastered representation. The Golden Record provides a trusted, governed view that connects and reconciles information from these sources.
Golden Records And AI.
AI can work with large quantities of information, but it still depends on the quality and context of its input. If one customer exists as multiple unconnected entities, an AI application may receive an incomplete picture.
Similarly, if the same product has conflicting identifiers or attributes across systems, AI-generated product content or recommendations may be based on inconsistent information.
If customer or product data is fragmented across systems, AI applications may receive incomplete, duplicate or conflicting information. A Golden Record provides a consistent entity identity and trusted master-data context that AI applications can use alongside transactional and behavioral data.
From Multiple Records To One Trusted Entity.
Organizations often don’t lack data. They lack a reliable way to determine which pieces of data belong together and which information can be trusted.
A Golden Record addresses that problem by turning information from multiple systems into a trusted representation of a real-world entity. For customers, this creates a Golden Customer Record. For products, it can create a Golden Product Record, and within MDM, these mastered records provide a foundation for consistent data across the entire organization.
FAQs
Create A Trusted View Of You Data.
A Golden Record gives your organization a consistent, trusted representation of customers, products and other key business entities. But creating and maintaining these records requires more than simply removing duplicates.
Discover how Master Data Management can help you connect data across systems, improve data quality and create a reliable foundation for your business processes and AI applications.
Want to see what trusted master data can do for your organization?
Get in touch with our MDM experts.
