Tackle AI governance and ensure AI-ready data with erwin

erwin® by Quest provides the capabilities to support AI governance initiatives, ensure reliable data and be ready for regulatory compliance. From AI governance tools, model curation and self-service discovery to data modeling, data lineage and ongoing data observability, erwin supports your use of AI.

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Shop and compare AI models

erwin Data Marketplace provides one central location to easily find, understand and gain governed access to trusted AI models, related policies and assets, and reliable training data. Shop and compare AI models side-by-side and leverage automated value scoring, social reviews and automated workflows to connect quickly with the best fitting models for your purpose.

Curate and govern AI models

Give AI governance teams the AI governance tools and automated governance workflows to effectively curate and manage available AI models, model status, and all associated assets including policies and training datasets in one place. Easily review and auto-document access requests and approvals for future regulatory audit use.

Understand AI model relationships

Use erwin Data Intelligence mind maps for a 360-degree view of all the asset relationships surrounding and supporting an AI model. Business and AI risk policies, training datasets, related technical assets such as applicable tables and columns, sensitive data risk classifications, and the state of data quality are within reach.

Drill into AI data readiness

Data lineage within erwin Data Intelligence provides both the at-a-glance and drill-down detail needed to quickly assess the sources, transformations and flow of data that will support your AI model use. See and drill into the state of data quality at every stage along the way and be aware of sensitive data in use.

Ensure AI data remains reliable

Leverage data observability inside erwin Data Quality, part of erwin Data Intelligence, to continuously monitor critical AI-related data and be alerted as data drifts beyond acceptable thresholds so you can act quickly. Consumer-friendly data quality discovery, alert triage and issue management, combine with an AI/ML-enabled self-learning platform to efficiently ensure reliable data.

Model data for use with AI

Design, manage and optimize your data architecture to support a dynamic, AI-ready data environment using erwin Data Modeler. Data models provide the foundational blueprints to ensure uniform definitions, descriptions, sensitive data identification and more to support data and AI governance and compliance.

Why turn to erwin by Quest for AI governance tools?

Beyond providing the AI governance tools to help you be proactive in managing risk in AI model use, and the data management capabilities to ensure your data is AI-ready, erwin by Quest offers a proven record in helping thousands of organizations worldwide succeed in key data initiatives.

From more easily addressing regulatory requirements to raising enterprise data landscape visibility and data literacy, to putting high-value, trusted data into the hands of data consumers faster, erwin customers are seeing big gains.

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Blogs

Developing an AI governance framework: Key components and considerations 

Explore what it takes to develop an AI governance framework to ensure your organization's data offers a place for safe and profitable AI use.

Susan Laine

Corporate AI Governance and the Path to Explainable AI 

Corporate AI governance is critical to mitigating the risks of AI and erwin Data Marketplace can help move you toward responsible and explainable AI usage.

Yetkin Ozkucur

Introducing erwin Data Marketplace - Democratize Data 

Explore the key features of erwin Data Marketplace and how they can help to democratize data within your organization.

Monique Devine

Key findings on the 2023 state of data intelligence 

Get insights from 220 IT professionals about their key challenges and investments in their data intelligence and data governance initiatives.

Susan Laine

6 data quality best practices to enhance decision making 

Proving data quality enhances trust in a business’ data. Explore these 6 data quality best practices to get started.

Danny Sandwell

The top benefits of data governance and how it enables better decision-making 

Consider the following benefits of data governance for achieving greater efficiency, improved compliance, and better decision-making.

Danny Sandwell