Agree what a customer means
Define entities, ownership, matching fields, confidence thresholds, and rules for resolving conflicting attributes.
Holley · Client story
Creating a shared customer foundation across disconnected systems.
Customer information spread across business systems makes it difficult to understand which records represent the same customer. We built Holley's governed Golden Customer Record foundation, combining customer definitions, data pipelines, matching rules, traceability, and quality controls.
All client stories →Golden Record delivery completed
What was at stake
The work the organization depended on.
Fragmented customer records and different definitions of a customer made a shared view difficult to establish. Bringing the data together required decisions about identity, conflicting attributes, quality, and how to retain the connection to each original source.
How the work came together.
Preserve and standardize
Build ingestion and transformation pipelines, retain source lineage, and normalize customer information before matching.
Connect the identities
Apply matching logic and create a cross-reference from source records to shared Golden Customer identities.
Make quality visible
Establish promotion rules, completeness and validity checks, exceptions, and quality reporting.
What changed
A shared customer identity, with the sources intact.
Holley gained a shared, traceable customer foundation. Source records can be connected to Golden Customer identities under defined matching rules, with measures for reviewing quality and coverage. The work provides a governed basis for customer analytics and subsequent system changes.
Storefront recordSource identity A
Business-system recordSource identity B
CRM recordSource identity C
Defined matching rulesStandardized attributes · confidence · conflict resolution
One Golden Customer identity
Cross-reference retained to A, B, and C
Quality reviewCompletenessValidityFreshnessExceptions
Why the combination matters
Several disciplines.
One connected result.
Governance established the shared meaning of a customer. Architecture and engineering made the sources and transformations dependable. Matching and quality controls determined how records could be connected. Traceability and reporting made the resulting foundation explainable and maintainable.
Explore the team →What the foundation makes possible.
Customer analysis across sources
Connect information about the same customer across business systems rather than treating each source identity separately.
Consistent reporting
Use shared definitions and inspect quality and coverage when interpreting the numbers.
Further integration and measurement
Build subsequent system connections, segmentation, or customer-value analysis on a traceable foundation.
A foundation to build on.
The Golden Customer Record delivery is complete. The shared identity, source cross-reference, and quality controls provide a foundation for subsequent integrations and analysis. Customer segmentation, value analysis, and marketing measurement can build on that foundation as further work is scoped.
Explore the approach.
A useful first conversation
What needs to work better?
Tell us about the systems, reports, or workflow getting in your way.