--- title: "Best Data Catalog Software 2026 | Capterra" description: "Find the top Data Catalog software of 2026 on Capterra. Based on millions of verified user reviews - compare and filter for whats important to you to find the best tools for your needs." source_url: "https://www.capterra.com/data-catalog-software/" page_type: "category" language: "en" --- # Best Data Catalog Software [5.0 (1)](https://www.capterra.com/p/10025557/Collate/#reviews) Collate is an AI-powered data catalog that helps teams classify, govern, and discover trusted data – fast and at enterprise scale. [Learn more about Collate](https://www.capterra.com/p/10025557/Collate/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [4.4 (12)](https://www.capterra.com/p/10004983/SAS-Viya/#reviews) SAS Viya is a cloud-native AI and analytics platform that integrates data, builds models, and manages cloud infrastructure. [Learn more about SAS Viya](https://www.capterra.com/p/10004983/SAS-Viya/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Tableau](https://www.capterra.com/p/208764/Tableau/) [4.6 (2362)](https://www.capterra.com/p/208764/Tableau/reviews/) Cloud-based and on-premises analytics platform for data visualization, preparation, KPI monitoring, and AI-assisted insights via. [Learn more about Tableau](https://www.capterra.com/p/208764/Tableau/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Appen](https://www.capterra.com/p/210755/Appen/) [4.1 (40)](https://www.capterra.com/p/210755/Appen/reviews/) Appen is the global leader in AI training data. Most of today’s interactions between consumers and AI are supported by Appen. [Learn more about Appen](https://www.capterra.com/p/210755/Appen/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Enterprise Test Data](https://www.capterra.com/p/197661/Test-Data-Automation/) [4.5 (28)](https://www.capterra.com/p/197661/Test-Data-Automation/#reviews) AI-powered. End-to-end. Your complete test data management platform.  [Learn more about Enterprise Test Data](https://www.capterra.com/p/197661/Test-Data-Automation/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Talend Data Fabric](https://www.capterra.com/p/118978/Data-Integration/) [4.3 (24)](https://www.capterra.com/p/118978/Data-Integration/reviews/) Talend's modular data management solution delivers transparent business value through data integration, quality, and governance. [Learn more about Talend Data Fabric](https://www.capterra.com/p/118978/Data-Integration/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## 4MDG](https://www.capterra.com/p/10006931/4MDG/) [4.8 (14)](https://www.capterra.com/p/10006931/4MDG/reviews/) Master data management platform that helps businesses centralize, profile, and access data from multiple sources. [Learn more about 4MDG](https://www.capterra.com/p/10006931/4MDG/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Dataedo](https://www.capterra.com/p/199871/Dataedo/) [4.7 (12)](https://www.capterra.com/p/199871/Dataedo/reviews/) Data catalog and database documentation tool with data dictionary, business glossary, data lineage, and data community. [Learn more about Dataedo](https://www.capterra.com/p/199871/Dataedo/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## erwin Data Modeler](https://www.capterra.com/p/155764/erwin-Data-Modeler/) [4.8 (10)](https://www.capterra.com/p/155764/erwin-Data-Modeler/reviews/) erwin Data Modeler is used by more than 50,000 professionals in 60+ countries to get big results from their enterprise data initiatives [Learn more about erwin Data Modeler](https://www.capterra.com/p/155764/erwin-Data-Modeler/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## AWS Glue](https://www.capterra.com/p/234164/AWS-Glue/) [4.1 (10)](https://www.capterra.com/p/234164/AWS-Glue/reviews/) Serverless data integration service that allows businesses to discover and combine data for machine learning and analytics. [Learn more about AWS Glue](https://www.capterra.com/p/234164/AWS-Glue/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Accurity](https://www.capterra.com/p/245900/Accurity/) [4.8 (9)](https://www.capterra.com/p/245900/Accurity/reviews/) Accurity is a suite of data intelligence software covering business glossary, data catalog, data quality, and reference data management [Learn more about Accurity](https://www.capterra.com/p/245900/Accurity/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Collibra](https://www.capterra.com/p/145719/Collibra/) [4.6 (9)](https://www.capterra.com/p/145719/Collibra/reviews/) Collibra Data Catalog centralize data assets from across your organization for users to discover, understand, trust and access. [Learn more about Collibra](https://www.capterra.com/p/145719/Collibra/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## K2View](https://www.capterra.com/p/212568/K2View-Fabric/) [4.9 (8)](https://www.capterra.com/p/212568/K2View-Fabric/reviews/) K2view Platform makes data AI-ready:secure,complete, and fast. It supports RAG, Synthetic Data, Test Data, and Cloud Migration for AT&T [Learn more about K2View](https://www.capterra.com/p/212568/K2View-Fabric/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Phoenix](https://www.capterra.com/p/195734/Blueway/) [4.3 (6)](https://www.capterra.com/p/195734/Blueway/#reviews) With Phoenix Data Catalog, identify, understand, and visualize your data within an efficient and collaborative data catalog. [Learn more about Phoenix](https://www.capterra.com/p/195734/Blueway/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Dawiso](https://www.capterra.com/p/10002946/Dawiso/) [5.0 (5)](https://www.capterra.com/p/10002946/Dawiso/#reviews) Dawiso is a modern, user-friendly, cutomizable and affordable solution that gives your AI accurate, governed business context.  [Learn more about Dawiso](https://www.capterra.com/p/10002946/Dawiso/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## PDSuite](https://www.capterra.com/p/10024514/PDSuite/) [4.8 (5)](https://www.capterra.com/p/10024514/PDSuite/#reviews) PDSuite is the enterprise solution to generate price lists, product data sheets, and to update the Company website [Learn more about PDSuite](https://www.capterra.com/p/10024514/PDSuite/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## DvSum](https://www.capterra.com/p/237439/DvSum/) [4.4 (5)](https://www.capterra.com/p/237439/DvSum/#reviews) Data Intelligence Platform that makes it remarkably easy for your data and analytics teams to discover, monitor, and govern data [Learn more about DvSum](https://www.capterra.com/p/237439/DvSum/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Datameer](https://www.capterra.com/p/107729/Datameer/) [4.0 (5)](https://www.capterra.com/p/107729/Datameer/#reviews) Datameer Cloud: Your ultimate data transformation solution for cloud data engineers. Simplify and streamline your data processes. [Learn more about Datameer](https://www.capterra.com/p/107729/Datameer/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Administrator's Plus Accounting](https://www.capterra.com/p/94331/Administrator-s-Plus-Accounting/) [3.6 (5)](https://www.capterra.com/p/94331/Administrator-s-Plus-Accounting/#reviews) Complete fund accounting solution for PK-12, offering unsurpassed integration of student demographics and financial information. [Learn more about Administrator's Plus Accounting](https://www.capterra.com/p/94331/Administrator-s-Plus-Accounting/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Denodo](https://www.capterra.com/p/248832/Denodo/) [4.8 (4)](https://www.capterra.com/p/248832/Denodo/#reviews) Cloud-based data visualization software designed to optimize business operations through a centralized platform, improving productivity [Learn more about Denodo](https://www.capterra.com/p/248832/Denodo/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Metaphor](https://www.capterra.com/p/10017786/Metaphor/) [5.0 (3)](https://www.capterra.com/p/10017786/Metaphor/#reviews) Cloud-based data catalog software that lets users discover and collaborate on data, handle information security, and more. [Learn more about Metaphor](https://www.capterra.com/p/10017786/Metaphor/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## Azure Data Catalog](https://www.capterra.com/p/250466/Azure-Data-Catalog/) [4.3 (3)](https://www.capterra.com/p/250466/Azure-Data-Catalog/#reviews) Azure Data Catalog is a cloud-based catalog for data that allows users to discover and find data in a secure location. [Learn more about Azure Data Catalog](https://www.capterra.com/p/250466/Azure-Data-Catalog/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## DQLabs](https://www.capterra.com/p/198764/DQLABS/) [5.0 (2)](https://www.capterra.com/p/198764/DQLABS/#reviews) On a mission to help organizations improve data quality  [Learn more about DQLabs](https://www.capterra.com/p/198764/DQLABS/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## CastorDoc](https://www.capterra.com/p/214367/Castor/) [5.0 (2)](https://www.capterra.com/p/214367/Castor/#reviews) CastorDoc is an AI-native data catalog that combines governance and lineage features with an AI Assistant to enable self-service [Learn more about CastorDoc](https://www.capterra.com/p/214367/Castor/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search [## BigID](https://www.capterra.com/p/241970/BigID/) [5.0 (2)](https://www.capterra.com/p/241970/BigID/#reviews) BigID is a modern data intelligence platform with a foundation of data discovery, and apps for privacy, security, and governance. [Learn more about BigID](https://www.capterra.com/p/241970/BigID/) Data Catalog features reviewers most value Access Controls/Permissions AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Governance Data Lineage Metadata Management Natural Language Search Page 1 of 2 ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox. Filter (73) Products: Sort By: Featured Partners * * * Plan Type Free Trial Popular 85% of professionals opt for a 30-day trial before the software purchase Other subsciption plans: Free Version Monthly Subscription Annual Subscription One-Time License Key Features All key features Popular We have selected the most important and critical features as defined by Capterra user reviews Access Controls/Permissions AI Copilot AI/Machine Learning Categorization/Grouping Collaboration Tools Data Discovery Data Glossary Data Governance Data Lineage Data Management Data Storage Management Generative AI Metadata Management Multiple Data Sources Natural Language Search Reporting/Analytics Search/Filter Deployment Cloud, SaaS, Web-Based Desktop Mac Desktop Windows Desktop Linux On-Premise Windows On-Premise Linux Desktop Chromebook Mobile Android Mobile iPhone Mobile iPad Related Software Category: [Metadata Management Software](https://www.capterra.com/metadata-management-software/)[Data Governance Software](https://www.capterra.com/data-governance-software/)[Data Discovery Software](https://www.capterra.com/data-discovery-software/)[Catalog Management Software](https://www.capterra.com/catalog-management-software/) I'm looking for Data Catalog Software that is: [Free](https://www.capterra.com/data-catalog-software/s/free/)