Tokern
Open source data governance suite for databases and data lakes. Tokern is a simple to use toolkit to collect, organize and analyze data lake's metadata. Run as a command-line app for quick tasks. Run as a service for continuous collection of metadata. Analyze lineage, access control and PII datasets using reporting dashboards or programmatically in Jupyter notebooks. Tokern is an open source data governance suite for databases and data lakes. Improve ROI of your data, comply with regulations like HIPAA, CCPA and GDPR and protect critical data from insider threats with confidence. Centralized metadata management of users, datasets and jobs. Powers other data governance features. Track Column Level Data Lineage for Snowflake, AWS Redshift and BigQuery. Build lineage from query history or ETL scripts. Explore lineage using interactive graphs or programmatically using APIs or SDKs.
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Alation
The Alation Agentic Data Intelligence Platform enables organizations to scale and accelerate their AI and data initiatives. By unifying search, cataloging, governance, lineage, and analytics, it transforms metadata into a strategic asset for decision-making. The platform’s AI-powered agents—including Documentation, Data Quality, and Data Products Builder—automate complex data management tasks. With active metadata, workflow automation, and more than 120 pre-built connectors, Alation integrates seamlessly into modern enterprise environments. It helps organizations build trusted AI models by ensuring data quality, transparency, and compliance across the business. Trusted by 40% of the Fortune 100, Alation empowers teams to make faster, more confident decisions with trusted data.
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IBM Manta Data Lineage
IBM Manta Data Lineage is a data lineage platform that increases data pipeline transparency so businesses can determine data accuracy throughout their models and systems. As businesses integrate AI into their workflows and data becomes more complex, data quality, provenance, and lineage are increasingly important. In fact, IBM’s 2023 CEO study found the number one barrier to generative AI adoption is concerns about the lineage of data. IBM offers an automated data lineage platform that automatically scans your applications to build a powerful map of all data flows. The platform then delivers the info through a native user interface (UI) and other channels to both technical and nontechnical users. With IBM Manta Data Lineage, data operations teams get comprehensive visibility and control of their data pipeline. By improving your understanding and use of dynamic metadata, you can ensure that data is managed efficiently and accurately across complex systems.
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SQLFlow
SQLFlow provides a visual representation of the overall flow of data. Automated SQL data lineage analysis across databases, ETL, business intelligence, cloud and Hadoop environments by parsing SQL Script and stored procedure. Depict all the data movement graphically. Support more than 20 major databases and still growing. Provide automation in building the lineage no matter where the SQL resides: databases, file system, Github, Bitbucket and etc. Shows data flows in a way that is user-friendly, clear, and understandable. Get full visibility into your BI environment. Discovering Root-Cause of Reporting Errors, creates invaluable business confidence. Simplify regulatory compliance. The visualization of data lineage provide greater transparency and audit ability. Enable impact analysis at a granular level, drill down into table, column, and query-level lineage. Add the powerful data lineage analysis capability to your product instantly.
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