erwin® Data Quality
by Quest®
Ensure data you can trust with intelligence-integrated data quality
visibility and cross-platform data observability.

As your organization increasingly relies on data todrive business decisions, you must be able to trust
the sources and reliability of your data. Data quality
is a vital component of data intelligence and data
governance in the pursuit to democratize data.
erwin Data Quality, part of erwin Data Intelligenceby Quest, gives IT, governance teams and business
users visibility into data quality and the capabilities tomove data quality initiatives forward. Built upon theGartner-recognized augmented data quality platformfrom DQLabs, the data quality offering from erwin
automates data quality assessments starting with themetadata cataloged within erwin Data Intelligence.
Automated data profiling and quality scoring, crossplatform data observability and integrated data quality
visibility throughout erwin Data Intelligence provide
the practical means to discover and understanddata quality and ensure the quality of critical dataremains high.
With erwin Data Intelligence, organizations have theintegrated data quality and observability capabilities
needed to fuel governance efforts, ensure datareadiness for AI, extend data literacy and trust, andreduce quality-driven operational risks and costs.

Key Features• Automated data profiling and quality analysis –Start from the metadata inside erwin Data Catalog
by Quest to initiate the profiling and quality
assessment of a data source. Then take advantage
of AI/ML-enabled auto-discovery and profiling within
erwin Data Quality to detect data patterns andautomatically generate data quality scores that will
be visible throughout erwin Data Intelligence.

• Easy data source connectivity – Choose from an
out-of-the-box library of industry-standard data
source connectors including Amazon Redshift,Databricks, Google BigQuery, Microsoft Azure
Synapse, SQL Server, Oracle, Snowflake and more
for a quick start.
• Consumer-friendly data quality discovery –Explore data quality with search and filter
capabilities similar to the ones you would find in
online consumer shopping websites. View assets,tables, views, attributes, reports and more filteringby data quality scores, alerts, domains, applications,etc. to quickly zero-in on the information you need.

Benefits:• Leverage erwin Data Catalog metadataand data quality automation to profile,assess and understand the data quality ofkey data sources• Make data quality metrics widely visible toIT, data governance teams and business
users to assess data fitness, target issues
and build data trust• Ensure the quality of critical data remains
high, such as data used to support AI,
with cross-platform data observability andalerting• Surface, collaborate on, and enable
remediation of data quality issues• Manage the entire data quality lifecycle ofyour most critical data assets

erwin Data Quality makes it easy to delve into the health of your data estate with consumer-friendly search and filter capabilities similar to
online shopping sites. View assets, tables, views, attributes, reports and more by data quality scores, alerts, domains, applications, etc. Use
the platform’s customizable dashboard for a bird’s eye view of your estate.

• Enterprise data quality visibility – Select thefrequency of profiling and quality measurement andview current data quality measures for data sources,datasets and grouped domains within erwin DataQuality. Data quality scores are shared acrosserwin Data Intelligence alongside data catalog
metadata, in data lineage, impact analysis and mind
maps, and can also leveraged within automateddata value scoring inside erwin Data Marketplace.
• Cross-platform data observability – Take
advantage of out-of-the-box data quality measuresand gain a bird’s eye view of data quality across
key data sources and critical datasets supporting
AI model use. Continuous quality monitoring withno-code advanced anomaly detection triggers
alerts when data drifts outside of acceptable
thresholds, so you can quickly triage alerts
accordingly. And the platform’s self-learning
capabilities continues to evolve data quality
measures in use based on triage decisions toefficiently fine-tune future monitoring.
• Issue management and alerts integration – Take
advantage of built-in issue management capabilities

to create issues based on alerts, and manage data
quality collaboration until issues are resolved.
Leverage integration with Microsoft Teams, Slack,email, JIRA and ServiceNow to extend alerting andissue workflows outside of erwin.
• Data remediation guidance and tools – Leveragedata remediation tools such as reference or
ML-based curation and parsing rules to intelligently
clean and enrich bad data. Integrate with additional
third-party cleansing and enrichment solutions asneeded. Generate coding scripts for use in ETL andother data pipeline management tools to speed
issue resolution.

About Quest
Quest creates software solutions that make thebenefits of new technology real in an increasingly
complex IT landscape. From database and systems
management, to Active Directory and Office 365management, and cyber security resilience, Quest
helps customers solve their next IT challenge now.
Quest Software. Where next meets now.

Quest, 4 Polaris Way, Aliso Viejo, CA 92656 | www.quest.com. If you are located outside North America, you can find local office information on our website.
Quest, erwin and the Quest logo are trademarks and registered trademarks of Quest Software Inc. For a complete list of Quest marks, visit www.quest.com/legal/trademark-information.aspx. All other trademarks are property of their respective owners.
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