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erwin Data Intelligence

erwin Data Intelligence ensures trusted data and AI models are easy to find, understand, govern, score and use across your enterprise.

With erwin, organizations reduce operational risk, ensure regulatory oversight, and improve trust in analytics and AI through a transparent, explainable data foundation.

Speed Governance and Use of Trusted Data

erwin Data Intelligence delivers automated data cataloging, data quality, data stewardship and data marketplace capabilities within one solution to accelerate data and AI governance and drive use of trusted data throughout your enterprise.

Auto-harvest and catalog metadata across your hybrid data estate. Use AI-powered data stewardship to speed catalog metadata definition, classification and business glossary development. Deliver end-to-end data lineage and semantic mind maps, automate trust scoring and leverage data observability to keep trusted assets discoverable, explainable and ready for AI and analytics in a consumer-friendly marketplace.

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Key Benefits

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Expand trusted data use

Make trusted data easy to find, understand and use across your organization.
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Efficiently govern data

Enable business-centric data governance and cut data stewardship time with AI.
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Advance AI governance

Auto-track and certify readiness of AI models and data and ensure reliability with data observability.
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Raise data confidence

Build data trust and limit risk with automated trust scoring and integrated data quality.
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Know your data landscape

Auto-generate end-to-end data lineage and use impact analysis to smartly plan for change.
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Unify data governance

Automate cataloging, classification and governance of structured, semi-structured and unstructured metadata in one solution.

Highlighted Features

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Consumer-friendly data marketplace
Make it easy for all to find and use trusted, reliable data and AI models.
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Integrated data quality and observability
See automated quality scores in data lineage, mind maps, impact analysis and in generated data trust scoring. Keep data reliable with observability alerting.
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End-to-end lineage
Auto-generate lineage to trace data pipelines from source to target including all data transformations.
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AI-powered data stewardship
Deliver well-defined, well-classified data catalogs and supportive business glossaries faster with erwinAI.
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Governance mind map
Gain a 360-degree view of data asset and AI model relationships to deliver a semantic layer for AI and aid in compliance.
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Data modeling integration
Leverage data models, mappings and naming standards from erwin Data Modeler.

FAQ

A data catalog typically focuses on cataloging in one place the metadata from data sources across your data landscape and providing some basic metadata visibility and management to manage and protect your data.

Data intelligence goes further by enriching the available metadata collected with business context, governance policies, lineage, classifications, data quality and usage guidelines and then helping organizations to make the most valuable, trusted assets easy for all in your organization to find, understand, and use responsibly – all in one unified environment.

Unstructured data (PDFs, Word docs, spreadsheets, images, etc.) represents more than 90% of enterprise data today and is largely ungoverned – presenting a huge risk for sound AI outcomes, regulatory compliance and enterprise data risk areas. Traditional data catalogs have often ignored it given its complexity to manage or tackle it separately from structured data cataloging and governance efforts.

Quest erwin delivers unified data governance by automating the cataloging, classification and governance of structured, semi-structured and unstructured data all within the same solution. So, you can govern consistently, reduce exposure and strengthen the availability of trusted AI outcomes and analytics, no matter the data type.

AI governance requires knowing the data used to train your AI models. Being able to answer questions like what’s its lineage, quality, who owns it, and is its use compliant with regulatory and business policies.

With erwin Data Intelligence, automated AI model certification validates governance is complete and data is production-ready, data observability ensures AI data remains reliable, and unique semantic mind maps visually deliver 360-degree views of related assets and context for your AI model. These and other capabilities ensure you can reduce risk, support regulatory reviews and enable AI explainability and sound AI outcomes.

Static data catalogs quickly become outdated. Active metadata continuously harvests, updates, classifies, and enriches information as data changes. erwin Data Intelligence activates metadata to drive pipeline automation, initiate governance workflows, update lineage, automate quality and data trust scoring, and more to reduce manual data management and governance efforts.

This shifts metadata from a passive inventory to a sound data foundation that supports decision-making across data architects, engineers, governance leads, and business users. As organizations expand cloud adoption and advance AI efforts, active metadata becomes the backbone for maintaining trust, reducing risk, and scaling governance with fewer resources.
 

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