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Unity Catalog

Unified governance for data and AI

Databricks Unity Catalog offers a unified governance layer for data and AI within the Databricks Data Intelligence Platform. With Unity Catalog, organizations can seamlessly govern their structured and unstructured data, machine learning models, notebooks, dashboards and files on any cloud or platform. Data scientists, analysts and engineers can use Unity Catalog to securely discover, access and collaborate on trusted data and AI assets, leveraging AI to boost productivity and unlock the full potential of the lakehouse architecture. This unified approach to governance accelerates data and AI initiatives while simplifying regulatory compliance.

“Unity Catalog distills permissioning into its important pieces by removing the complexity introduced by IAM policies and other data control platforms, allowing us to focus on what is important to our business use case.”

— Joseph Kesting, Software Engineer

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Unified visibility into data and AI

Discover and classify structured and unstructured data, ML models, notebooks, dashboards and arbitrary files on any cloud. Consolidate, map and query data from various platforms, including MySQL, PostgreSQL, Amazon Redshift, Snowflake, Azure SQL, Azure Synapse, Google’s BigQuery in one place. Accelerate your data and AI initiatives with a single point of access for data exploration. Boost productivity by securely searching, understanding and extracting insights from your data and AI using natural language.

Data Explorer options displayed in the Data Explorer interface.

Single permission model for data and AI

Simplify access management with a unified interface to define access policies on data and AI assets and consistently apply and audit these policies on any cloud or data platform. Securely access data from other computing platforms using open interfaces, with consistent permissions managed in one place. Enhance security with fine-grained control on rows and columns, while efficiently managing access through low-code attribute-based access policies that scale seamlessly.

A dashboard displaying data and graphs.

AI-powered monitoring and observability

Harness the power of AI to automate monitoring, diagnose errors and uphold data and ML model quality. Benefit from proactive alerts that automatically detect personally identifiable information (PII) data, track model drift, and effectively resolve issues within your data and AI pipelines to maintain accuracy and integrity. Streamline debugging, root cause analysis, and impact assessment with automated column-level data lineage. Gain comprehensive observability into your data and AI with operational intelligence utilizing built-in system tables for billing, auditing, lineage and more.

A graphic showing the data sharing protocol.

Open data sharing

Easily share data and AI assets across clouds, regions and platforms with open source Delta Sharing, natively integrated within Unity Catalog. Securely collaborate with anyone, anywhere to unlock new revenue streams and drive business value, without relying on proprietary formats, complex ETL processes or costly data replication.

BlackBerry

“Unity Catalog allowed us to create a unified view of our data estate, simplifying collaboration across teams within BlackBerry. We now have a standard approach to manage access permissions and audit files or tables in our lake, with the ability to define fine-grained access controls on rows and columns. Automated data lineage helped us see where the data is coming from to pinpoint the source of a potential threat and to understand which research projects or teams are leveraging the data for threat detection.” 

— Justin Lai, Distinguished Data Architect
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“Unity Catalog enables us to manage all users across multiple workspaces in one central place, so it makes user management significantly easier. Also, the data lineage feature is out of the box, which helps us identify the downstream dependencies without any manual overheads. In the case of BI data, we can figure out how the BI data is flowing and where the users are putting it using data lineage.”

— Omesh Patil, Data Architect
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Integrations

Unity Catalog works with your existing data catalogs, data storage systems and governance solutions so you can leverage your existing investments and build a future-proof governance model without expensive migration costs.

Data governance

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atlan logo
Monte Carlo logo
Anomalo logo
alation logo
Microsoft Purview

Data integration

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Azure Data Factory logo
arcion
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Matillion
Rivery logo
Qlik

Business intelligence

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Tableau
Sigma
Atscale
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ThoughtSpot logo
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Resources

ebook: A Comprehensive Guide to Data and AI Governance

eBook

A Comprehensive Guide to Data and AI Governance

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eBook: A New Approach to Data Sharing

eBook

A New Approach to Data Sharing

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eBook: Why the Data Lakehouse Is Your Next Data Warehouse

eBook

Why the Data Lakehouse Is Your Next Data Warehouse

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