19 Best Data Catalog Tools and Software 2022

Data catalog tools benefit companies and organizations in many ways. For example, data catalog tools facilitate data management, save costs, reduce fraud and risk, improve operational efficiency, and gain a competitive advantage. However, with so many data catalog tools and software available on the market today, it is far from easy for many people to find the most popular ones. If you are looking for the best data catalog tools, then you came to the right place. In this article, we’ll introduce 19 best data catalog tools and software in 2022. Before going any further, we remind you that all the information was gathered via online materials and reports, conversations with vendor representatives, and examinations of product demonstrations and free trials.

Best Data Catalog Tools

Best Data Catalog Tools

Without further ado, here is our list of the best data catalog tools and software 2022. Please note that the best data catalog tools are listed in alphabetical order.

Best Data Catalog Tools and Software – 1. Aginity

Aginity provides an active analysis directory that allows users and organizations to write, save, and organize their analysis code. When saving code to a catalog, developers can place titles, descriptions, and other metadata around the code to make it easy to understand the intent and context of what the code is trying to do. All analysis code can then be shared with others by providing viewing or editing access. Every object saved in a catalog is an object that can be referenced in a code editor for execution using a simple syntax.

Best Data Catalog Tools and Software – 2. Alation

Alation provides a platform for a wide range of data intelligence solutions, including data search and discovery, data governance, data management, analytics and digital transformation. The tool has a behavior analysis engine, built-in collaboration capabilities, and an open interface. Alation also analyzes data and monitors usage to ensure that users accurately understand the accuracy of the data. The platform also offers insight into how users create and share information from raw data.

Best Data Catalog Tools and Software – 3. Alex Solutions

As a unified technology-agnostic enterprise data catalog, Alex Solutions provides a business glossary that enables users to define and maintain key business terms and link them to physical data assets, processes and outputs. Policy-driven data quality combines data lineage with data profiling and machine learning-based intelligent markup. Alex also provides smart tags to help users add business context to physical data assets. Deployment and integration are simple, and the user interface of the product is business-friendly.

Best Data Catalog Tools and Software – 4. Alteryx

The Alteryx Data Catalog is available through Alteryx Connect. The product brings together business terms and definitions, metrics, and information assets for discoverability and collaboration. Connect allows users to discover the type of information their data contains, where it comes from, who is using it, and how. The tool has powerful search capabilities to find and reuse information in analysis applications, workflows, macros, visualizations, dashboards, and data science models.

Best Data Catalog Tools and Software – 5. Cambridge Semantics

Cambridge Semantics provides a data discovery and integration platform called Anzo to allow users to find, connect and blend data. Anzo can connect internal and external data sources, including clouds or pre-stored data lakes. The product also has data cataloging capabilities that encode a semantic layer that describes data in a business context using a graphical model. Users can also add data layers for data cleansing, transformation, semantic model alignment, relational linking, and access control. 

Best Data Catalog Tools and Software – 6. Collibra

Collibra’s data dictionary records an organization’s technical metadata and how it is used. It describes the structure of a piece of data, its relationship to other data, its origin, format, and purpose. The solution serves as a searchable repository for users who need to know how, where, and how to use data. Users can also document roles and responsibilities and leverage workflow to define and map data. Collibra is unique in that the product is designed for commercial end users.

Best Data Catalog Tools and Software – 7. Cloudera

Cloudera Navigator is a data governance solution for Hadoop that provides data discovery, continuous optimization, auditing, lineage, metadata management, and policy enforcement. It allows users to explore and tag data through a search-based interface. Navigator integrates metadata and supports custom tags and comments, making it easy to track, classify, and locate data for business governance and compliance. Cloudera Navigator is part of Cloudera Enterprise.

Best Data Catalog Tools and Software – 8. data.world

It provides a native cloud enterprise data directory that provides complete context so users can understand their data no matter where it is located, including metadata, dashboards, analytics, code, documentation, project management and social media collaboration capabilities. The tool automatically builds a network of connections of data and insights so that users can also explore relationships and provide suggestions for related assets to improve analysis. What makes it unique is its continuous release cycle.

Best Data Catalog Tools and Software – 9. Denodo

Denodo platform provides data virtualization for connecting multi-structured data sources from database management systems, documents and various other big data, cloud and enterprise resources. Connectivity support includes relational databases, legacy data, flat files, CML, packaged applications, and emerging data types, including Hadoop. In addition, the tool has a dynamic data directory that can be used to access the data through a searchable up-down cultural interface.

Best Data Catalog Tools and Software – 10. erwin

This tool provides a unified software platform for combining data governance, enterprise architecture, business process, and data modeling. Delivered as a managed service, the product allows users to discover and acquire data, as well as build and deploy data sources by connecting physical metadata to specific business terms and definitions. This tool imports metadata from data integration tools and cloud-based platforms and can assess complex lineages across systems and use cases.

Best Data Catalog Tools and Software – 11. IBM

IBM Watson Catalog provides ai-assisted self-service data discovery, machine learning models, and more. The product allows users to access, manage, categorize, and share data, knowledge assets, and their relationships no matter where the data is located. Its key features include real-time data virtualization support, automatic metadata generation, dynamic data masking, and automatic scanning and risk assessment of unstructured data through Watson Knowledge Catalog InstaScan.

Best Data Catalog Tools and Software – 12. Infogix

Infogix provides an integrated set of data governance capabilities, including business glossary, data cataloging, data lineage, and metadata management. And the tool also offers customizable dashboards and zero-code workflows that adapt as each organization’s data capabilities mature. Reference customers use Infogix for data governance and risk, compliance and data value management. The product is also flexible and easy to use, and also supports smaller data analysis jobs.

Best Data Catalog Tools and Software – 13. Informatica

As a machine learning-based data catalog, the Informatica Enterprise Data Catalog allows users to categorize and organize data assets across any environment. The product also provides a metadata record system for businesses. The Enterprise Data Catalog automatically scans and catalogs Data, indexing organization-wide discoveries through a Google-like search engine. Its main features include data provisioning, end-to-end data lineage, integrated data quality, data relationships and recommendations, and even Tableau extensions.

Best Data Catalog Tools and Software – 14. Oracle

The Oracle Cloud Infrastructure Data Catalog provides a metadata management service that helps organizations find and manage data using an organized inventory of data assets. The product has a modern, intuitive user interface that includes a simple dashboard, search and browsing capabilities, recommended actions and shortcuts. The Oracle Cloud Infrastructure Data Catalog is included in the Oracle Cloud Infrastructure subscription.

Best Data Catalog Tools and Software – 15. Qlik

Qlik Catalog builds a secure enterprise catalog of all data the organization can use for analysis, no matter its physical location. And the product has automated data preparation and metadata tools to simplify the transformation of raw data. The tool also includes a self-service data marketplace, allowing users to “buy” the data they need and export, share or automatically publish datasets to Qlik Sense and other analytics tools and apps.

Best Data Catalog Tools and Software – 16. SAP

As an AI data management solution, SAP Data Intelligence includes data orchestration, machine learning and metadata management. The product enables users to discover and connect multiple data types wherever they are, as well as optimize and reuse audio, image and video streams and data from IoT-based devices. Users can optimize governance and compliance using built-in metadata management rules, and orchestrate modular data pipelines across distributed architectures.

Best Data Catalog Tools and Software – 17. Tableau Software

The Tableau Catalog provides a complete picture of the data and an analysis of how the data is connected to the Tableau environment. The tool automatically consolidates all these assets into a central list so that users can quickly see all the tables, files, and databases in one place. When data is connected, metadata and context are available, so users can be sure they are using the correct data for their analysis. Metadata and REST APIs bring metadata to Tableau for analysis.

Best Data Catalog Tools and Software – 18. Talend

Talend Data Catalog automatically captures, analyzes, organizes, links, and enriches metadata, with up to 80% of data-related information automatically recorded and kept up to date through intelligent relationships and machine learning. Its main functions include faceted search, data sampling and semantic discovery. Classification and automatic analysis. In addition, the tool’s capabilities include social management and data relationship discovery and authentication, as well as a suite of design and productivity tools.

Best Data Catalog Tools and Software – 19. Zaloni

The Zaloni Arena manipulates data along the entire pipeline from data sources to consumers. The tool automates repeatable data management tasks and processes and provides centralized management of all enterprise data sources, whether local, cloud, multi-cloud, or hybrid. Zaloni is compatible with all major Hadoop distributions, most data processing engines, and applicable deployment models.


Thank you for reading our list and if you’ve enjoyed it, we would be very happy. However, since hundreds of data catalog tools and software are available online, please forgive us if our list does not include your favorites. Feel free to leave a comment below to let us know which data catalog tools you like best and we’ll update this list very soon! Thanks again! (Published by Ryan on May 2, 2022)

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