Data intelligence tools for DBT
Data intelligence tools refer to the artificial intelligence and machine learning tools used by companies in order to analyze and transform data into information that is valuable and relevant for improving the company's operations.
Collibra Catalog
Collibra Catalog empowers business users to quickly discover, understand, contribute, and govern the data that matters so they can generate impactful insights that drive business value. It also allows data stewards to certify datasets so that business users can trust the data that they use in their analysis.
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Alation Data Catalog
Alation pioneered the data catalog market and is now leading its evolution into a platform for a broad range of data intelligence solutions including data search & discovery, data governance, stewardship, analytics, and digital transformation. Thanks to its powerful Behavioral Analysis Engine, inbuilt collaboration capabilities, and open interfaces, Alation combines machine learning with human insight to successfully tackle even the most demanding challenges in data and metadata management.
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OvalEdge
OvalEdge is a data catalog tool that automatically organizes and catalogs your data using machine learning and advance algorithms. You can organize data using tags, usage statistics, user names, and other markers – so it’s easily retrievable with everyday language.
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Cloudera Data Catalog
Cloudera Data Catalog enables you to discover, understand, document, and monitor data and its use. You can control sensitive information, and track lineage and audit access to build confidence in your data and value wherever and however it's used. You can also collaborate and share data responsibly with full insight.
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Atlan
Atlan is a modern, cloud native data catalog. It's ease of use and intuitive interface enables diverse personas including engineers, data stewards and business users to discover, understand and trust data. Atlan leverages machine learning and a bots ecosystem to automate documentation and stewardship tasks such as automatic data profiling, data quality alerts and glossary tagging. It is built on an Open API architecture, and has a pay as you go pricing model, making it a good fit for teams of all sizes.
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erwin Data Catalog
erwin Data Catalog is an automated metadata harvesting, data catalog, code generation, and data lineage software. This automation results in greater accuracy and faster time to value for data governance and digital transformation efforts, including data warehouse, data lake, Data Vault, and other Big Data deployments, cloud migrations, etc.
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Octopai
Octopai provides an efficient data catalog functionality that significantly reduces the manual overhead of this process. It automates the process of metadata discovery and data lineage, and quickly assemble the metadata needed to create an effective data catalog.
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Qlik Data Catalyst
Qlik Data Catalyst is a metadata driven data catalog that has technical and business descriptions, data profiles, data lineage, and data tags that make data search and delivery simple. It builds a secure, enterprise-scale catalog of all the data your organization has available for analytics, no matter where it is.
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The use of data intelligence tools improves the understanding of data and leads to better decision making in the future. There are other, various benefits that data intelligence tools can bring into the company. Some of them are:
• Providing correct context for datasets.
• Improving data quality.
• Increasing data accessibility.
In an evolving world of technology, data intelligence is crucial for the company's growth. It can help understand consumer preferences as well as a company's investment and its effectiveness. Through data analysis the company can view which areas can be optimized and present approaches that might be more beneficial for the future.
To help you find the right tool for your organization, we have put together this list of best data intelligence tools.