Accelerate Data Governance with Data Quality€¦ · Experian’s Aperture Data Studio solution...
Transcript of Accelerate Data Governance with Data Quality€¦ · Experian’s Aperture Data Studio solution...
Aperture Data Studio for Collibra Data Governance
Accelerate Data Governance with
Data Quality!
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Data Quality as the Key Enabler for Data Governance
04/02/2020
Reduced time to compliance enabled accurate, complete and trustworthy data
Identifying compliance risks becomes easier with high data quality
Regulatory reporting is more accurate with high data quality and trust in data
High quality data that guides better data governance strategies
In order to trust the data, you need data governance and to enable it, you need data quality.
Critical Data Elements are what defines your end user data consumption that is critical to the business. Experian’s Aperture Data Studio solution enables data quality management for all critical data elements within Collibra.
While business and data quality rules are collected, prioritized, and validated in Collibra, organizations use data quality tools such as Experian’s Aperture Data Studio, to check the actual data records against the validated rules.
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Business Challenges
04/02/2020
Scale and complexity of data
requires more time, effort and
money for Data Quality and Data
Governance
Managing Critical Data
Elements crucial for
business
Low Data Quality negatively
affects the business rules that are
collected, prioritized, and validated
for Data Governance
Keeping up with Regulatory
changes, meeting the Compliance
Requirements
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Data Quality as a Benchmark for Data Governance
Experian and Collibraglobal partnership
Joint integrated customers
Range of Implementation Partners
Strong global and local expertise
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Experian Aperture Data Studio
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Only Aperture Data Studio combines self-service data quality with globally curated data sets. This allows modern data practitioners to build the most consistent, accurate and holistic view of consumers.
Rapid discovery of data issues
Design re-usable data workflows
Manage data by defining and enforcing standards
Monitor and improve data quality over time
Enrich data with trusted, curated data sets
Sophisticated de-duplication
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How it Works? With Experian’s Data Quality Management platform, Aperture
Data Studio, data owners, consumers and
processors can ensure that their critical data elements governed
through Collibra platform is of the right quality and can be
maintained over time.
The integration leverages Collibra Connect APIs via Mulesoft to
look for new rules and trigger changes within the Experian
Aperture Data Studio workflows.
This can also be used to ensure that new rules appear as
metrics within the Data Quality results in Collibra platform.
Any changes can trigger alerts either in Experian Aperture Data
Studio data quality environment or within Collibra Data
Governance layer.
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Use case: Updating Data Quality metrics and Triggering Issues
Log potential
Issue
Consumer
SME
Owner
Business
Analyst
SME / Steward
DQ Analyst
Investigate + Request
new DQ Rule
Explore Existing
Sources in Catalog
Ingest New
Datasource
+ Profile
Build Validation
+ Run
Explore
Issue Log
View DQ
Dashboards
Link Dimensions &
Complete Task
Unimplemented
Rule Notification
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Solution Overview