Harmony
Data Management Ops

Data Management Embedded Where Data Is Created.

Harmony's Data Management Ops solution embeds data quality, master data, metadata, integration, and lifecycle management into the operations that create and use data — making management a natural part of how the enterprise works.

What It Is

What is Data Management Ops?

Data Management Ops operationalizes the full spectrum of data management disciplines — from quality and master data to metadata and integration — by connecting them to the business processes, people, and systems that produce and consume data. Management becomes operational, not a separate discipline.

01

Data Quality Ops

Embed quality rules, profiling, monitoring, and remediation into operational data processes.

02

Master Data Ops

Operationalize master data creation, maintenance, matching, and distribution across the enterprise.

03

Metadata Management

Capture, maintain, and use metadata as part of operational workflows — not as a separate exercise.

04

Data Integration Ops

Govern and manage data flows, transformations, and integrations through operational controls.

05

Data Lifecycle Management

Embed retention, archiving, and disposal into the processes that own and manage data assets.

06

Data Lineage & Traceability

Track data origins, transformations, and usage across operational processes and systems.

Outcomes

What Operational Data Management Delivers.

Trusted
Well-Managed Data Assets
Reduced
Data Quality Incidents
Connected
Data to Business Processes
Consistent
Master Data Across Systems

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