# Best Data Catalog Software - 2026 Reviews & Pricing > Find the best Data Catalog Software for your organization. Compare top Data Catalog Software systems with customer reviews, pricing, and free demos. Source: https://www.softwareadvice.com/data-catalog --- [Home](https://www.softwareadvice.com/) / Data Catalog Software Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. # Best Data Catalog Software of 2026 Updated June 14, 2026 On this page 1. Related Software Filter products 34 results ### Compare Products Showing 1 - 25 of 34 products #### Company Size - Self-Employed - 2-10 - 11-50 - 51-200 - 201-500 - 501-1000 - 1000+ #### Pricing Options - $$$$$ - $$$$$ - $$$$$ - $$$$$ - $$$$$ ### Compare Products Sort by **Sponsored**: Sorts listings by software vendors running active bidding campaigns, from the highest to lowest bid. Vendors who have paid for placement have a ‘Visit Website’ button, whereas unpaid vendors have a ‘Learn More’ button. **Reviews**: Sorts listings by the number of user reviews we have published, greatest to least. **Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest. **Alphabetically (A-Z)**: Sorts listings by product name from A to Z. 4.42 [(12)](https://www.softwareadvice.com/data-catalog/sas-viya-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary SAS Viya is a cloud-native platform designed for data analytics, machine learning and data management. It supports organizations in industries such as banking, insurance, healthcare, manufacturing and telecommunications. The platform covers the entire analytics lifecycle, from data integration to model deployment and operational decision-making. It provides comprehensive data management with access to various data sources and platforms, along with built-in governance, lineage tracking and auditability. The platform includes tools for data mining, machine learning and statistical modeling, accessible through visual and code-based interfaces. Features include automated machine learning, computer vision, forecasting and optimization. SAS Viya Copilot offers AI-powered assistance for data and AI-related tasks. The platform includes AI governance tools for fairness testing, bias detection, model explainability and compliance with regulatory requirements. It supports real-time event detection and integrates intelligence into workflows using business rules and decision governance. SAS Viya operates on cloud environments such as AWS, Azure and Google Cloud Platform, as well as on-premises setups. It is designed to enable collaboration among IT teams, data scientists and business users within a unified environment.... [Read more](https://www.softwareadvice.com/data-catalog/sas-viya-profile/) ### Best rated features: Workflow Management 5.0 Self-service Analytics 5.0 Modeling & Simulation 5.0 Configurable Workflow 5.0 ### Worst rated features: Real-Time Analytics 2.0 Data Connectors 2.0 Visual Discovery 2.0 Data Extraction 3.0 [See all features](https://www.softwareadvice.com/data-catalog/sas-viya-profile/#key-features) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/data-catalog/sas-viya-profile/#pricing-and-plans) 5.0 [(1)](https://www.softwareadvice.com/product/524308-Collate/) ### Pricing availability Free trial: Not available Free version: Available ### Best rated features: Policy Management 5.0 Data Glossary 5.0 Data Mapping 5.0 Process Management 5.0 [See all features](https://www.softwareadvice.com/product/524308-Collate/#key-features) [K2View](https://www.softwareadvice.com/risk-management/k2view-data-fabric-profile/) 4.88 [(8)](https://www.softwareadvice.com/risk-management/k2view-data-fabric-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary K2view Data Product Platform gets your data AI-ready: protected, complete, and accessible in a split-second. AI-ready datasets are packaged as products, allowing you to reuse them at scale and across use cases, such as Retrieval-Augmented Generation (RAG), Synthetic Data Generation, Test Data Management, and Cloud Migration. Our platform supports some of the largest organizations in the world, like AT&T, Charles Schwab, Hapag-Lloyd, Schlumberger, Sun Life, Vodafone, and Verizon. For all these reasons, and more, Gartner rates us a Visionary – testifying to our ongoing commitment to innovation and value delivery.... [Read more](https://www.softwareadvice.com/risk-management/k2view-data-fabric-profile/) ### Best rated features: Real-Time Data 5.0 Customizable Templates 5.0 Customer Segmentation 5.0 Third-Party Integrations 5.0 ### Worst rated features: Data Integration 4.0 Multiple Data Sources 4.0 Activity Dashboard 4.0 Template Management 4.0 [See all features](https://www.softwareadvice.com/risk-management/k2view-data-fabric-profile/#key-features) ### Basic £1,000.00/year [See full pricing details](https://www.softwareadvice.com/risk-management/k2view-data-fabric-profile/#pricing-and-plans) [Metaphor](https://www.softwareadvice.com/data-management/metaphor-profile/) 5.0 [(3)](https://www.softwareadvice.com/data-management/metaphor-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Metaphor is a data management solution that integrates with the data stack, enabling agility and scalability for dynamic data environments. It ensures full compatibility with evolving data needs, eliminating the limitations faced by other systems. One of its standout features is the fully automatic end-to-end column-level lineage, eliminating the need for manual intervention. Collaboration is enhanced with Metaphor's integration with various third-party platforms such as Slack and MS Teams. Real-time updates and notifications within these tools accelerate decision-making and optimize operations. Additionally, Metaphor's web extension provides trust signals for business users, offering insights into data quality, lineage, and freshness, facilitating the identification of relevant contacts, and enabling engagement in data discussions. The implementation process is streamlined with Metaphor, as setup to full deployment can be accomplished within days rather than months. The user experience is tailored to accommodate different personas, ensuring that every team member, regardless of their technical proficiency, can navigate and utilize the platform. Embracing an agile and outcome-oriented approach to data governance, Metaphor enables organizations to respond to changes and achieve their data governance objectives. Metaphor's advanced AI-augmented search capabilities power data discovery with relevant results. By leveraging AI technology, Metaphor ensures that search results align with user intent, streamlining workflows and enhancing productivity. The pricing of Metaphor is transparent and competitive, providing customers with clear value without the complexities of traditional licensing structures.... [Read more](https://www.softwareadvice.com/data-management/metaphor-profile/) ### Best rated features: Collaboration Tools 5.0 Data Catalog 5.0 Metadata Management 4.5 Data Discovery 4.5 ### Worst rated features: AI/Machine Learning 4.0 Search/Filter 4.0 Natural Language Search 4.0 [See all features](https://www.softwareadvice.com/data-management/metaphor-profile/#key-features) [PDSuite](https://www.softwareadvice.com/product/523284-PDSuite/) 4.80 [(5)](https://www.softwareadvice.com/product/523284-PDSuite/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary "PDSuite is the complete solution to manage product data, price lists layout and product sheets. It's the solution for all Companies looking for a software able to create price lists with automatic document composition. What can you do with PDSuite? - Insert data in your ERP software - generate price lists in different format - generate product data sheets - update data in the Company website - generate specific price lists for contract or distributors"... [Read more](https://www.softwareadvice.com/product/523284-PDSuite/) ### Best rated features: Data Management 5.0 Data Cleansing 5.0 Data Governance 5.0 Data Synchronization 5.0 ### Worst rated features: Document Management 3.0 Workflow Automation 4.0 [See all features](https://www.softwareadvice.com/product/523284-PDSuite/#key-features) [Dataedo](https://www.softwareadvice.com/data-catalog/dataedo-profile/) 4.67 [(12)](https://www.softwareadvice.com/data-catalog/dataedo-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Dataedo is a cloud-based data governance software that helps businesses in IT, healthcare, food and beverage, and other sectors build data catalogs, manage data quality, and create visual models from a unified platform. It supports metadata management and data governance via a data dictionary, business glossary, database diagrams, data profiling, and data lineage. Staff members can export HTML documents, and metadata to PDF or Excel formats, and connect multiple data sources.... [Read more](https://www.softwareadvice.com/data-catalog/dataedo-profile/) ### Best rated features: Data Governance 4.0 Third-Party Integrations 4.0 Metadata Extraction 4.0 Data Catalog 4.0 ### Worst rated features: Single Sign On 3.0 Data Discovery 4.0 Metadata Management 4.0 Data Dictionary Management 4.0 [See all features](https://www.softwareadvice.com/data-catalog/dataedo-profile/#key-features) ### Datedo Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/data-catalog/dataedo-profile/#pricing-and-plans) [Qloo](https://www.softwareadvice.com/product/450572-Qloo/) 5.0 [(2)](https://www.softwareadvice.com/product/450572-Qloo/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Qloo is an AI-enabled platform that helps brands and enterprises evaluate customer’s choices and provide personalized recommendations, marketing strategies and audience insights. The cloud-based platform maintains data catalogs about people, brands, locations and more and users can filter data, based on the genre or category of a partnership. The GDPR-compliant solution also helps personalize customer predictions based on anonymous user data. Qloo can be integrated with the third-party application, Snowflake and support is extended via email and documentation. Pricing is available on request.... [Read more](https://www.softwareadvice.com/product/450572-Qloo/) ### Best rated features: Third-Party Integrations 5.0 API 5.0 Predictive Analytics 5.0 Website Personalization 5.0 ### Worst rated features: Customer Segmentation 4.0 Recommendations 4.0 Reporting/Analytics 4.0 A/B Testing 4.0 [See all features](https://www.softwareadvice.com/product/450572-Qloo/#key-features) [Collibra](https://www.softwareadvice.com/data-privacy/collibra-profile/) 4.56 [(9)](https://www.softwareadvice.com/data-privacy/collibra-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Collibra unites organizations by delivering trusted data for every use, for every user, and across every source. Our Data Intelligence Cloud brings flexible governance, continuous quality and built-in privacy to all types of data. The Global 2000 relies on Collibra to create the critical alignment that accelerates workflows and delivers better results faster.... [Read more](https://www.softwareadvice.com/data-privacy/collibra-profile/) ### Best rated features: Data Governance 5.0 Data Security 4.7 Process Management 4.5 Data Lineage 4.0 ### Worst rated features: Policy Management 3.0 Data Mapping 3.7 Data Discovery 3.7 Access Controls/Permissions 4.0 [See all features](https://www.softwareadvice.com/data-privacy/collibra-profile/#key-features) [Alation](https://www.softwareadvice.com/data-governance/alation-profile/) 5.0 [(1)](https://www.softwareadvice.com/data-governance/alation-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary 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, data stewardship, analytics, and digital transformation. Alation combines machine learning with human insight to successfully tackle even the most demanding challenges in data management all while improving your data culture. Trusted by 250+ enterprises worldwide including Salesforce, LinkedIn, Cisco, Nasdaq, Finnair, and Pepsico.... [Read more](https://www.softwareadvice.com/data-governance/alation-profile/) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/data-governance/alation-profile/#pricing-and-plans) [Ataccama ONE](https://www.softwareadvice.com/master-data-management/ataccama-one-profile/) 5.0 [(1)](https://www.softwareadvice.com/master-data-management/ataccama-one-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Ataccama ONE is a cloud-based and on-premise software that helps businesses in banking, insurance, financial services, healthcare, transportation, telecommunications, and other sectors access predictive analytics and data science. It can be accessed from anywhere, and it also offers a secure environment for storing customer data. This software can be used by anyone who wants to gain insights into their business operations, including marketing teams, supply chain managers, finance professionals, and more.... [Read more](https://www.softwareadvice.com/master-data-management/ataccama-one-profile/) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/master-data-management/ataccama-one-profile/#pricing-and-plans) [Shinydocs](https://www.softwareadvice.com/enterprise-search/shinydocs-profile/) 5.0 [(1)](https://www.softwareadvice.com/enterprise-search/shinydocs-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Shinydocs is a cloud-based master data management solution that helps small to large businesses clean, search, migrate, secure and manage enterprise-level data. ### Best rated features: Compliance Management 5.0 Visual Analytics 4.0 Information Governance 4.0 Metadata Management 4.0 ### Worst rated features: Master Data Management 4.0 Full Text Search 4.0 Reporting/Analytics 4.0 Metadata Management 4.0 [See all features](https://www.softwareadvice.com/enterprise-search/shinydocs-profile/#key-features) ### Shinydocs Pro $30,000.00/year Shinydocs Pro includes: Easy Identification of privacy (PII) Data like Driver’s Licenses, Passports, Social Security Numbers, Names, Credit Cards, Address Info, Healthcare Info and more. Content classification, Dashboards and reporting, Up to 50TB Content, Unlimited Content Sources, Up to 1TB Local Content, and Extend privacy, classification, and storage optimization rules. Pro includes a base 5 users for Shinydocs Search with additional seats available for 100USD/user per year. (volume discounts available) Shinydocs Pro also includes an Onboarding and Support Package consisting of: • On-Prem, In Your Cloud • Support for 3 Contacts • 24/7 access to Shinydocs Academy • 24/7 access to Shinydocs Customer Portal • Deployment support via Web Meetings... [Read more](https://www.softwareadvice.com/enterprise-search/shinydocs-profile/#pricing-and-plans) [See full pricing details](https://www.softwareadvice.com/enterprise-search/shinydocs-profile/#pricing-and-plans) [data.world](https://www.softwareadvice.com/data-catalog/data-world-profile/) 5.0 [(1)](https://www.softwareadvice.com/data-catalog/data-world-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary data.world is a cloud-based metadata management software that helps businesses in IT, advertising, education, and other sectors manage data discovery, governance, and automation processes from a centralized platform. The platform can be used by data scientists or analysts and helps in connecting anything to everything over a single cloud-native graph. It's built on a semantic layer that allows developers to add new items from any source without changing the code base and without disrupting existing applications.... [Read more](https://www.softwareadvice.com/data-catalog/data-world-profile/) ### Best rated features: Data Lineage 5.0 Data Catalog 5.0 Metadata Management 5.0 Data Security 5.0 [See all features](https://www.softwareadvice.com/data-catalog/data-world-profile/#key-features) [Tableau](https://www.softwareadvice.com/bi/tableau-profile/) 4.56 [(2353)](https://www.softwareadvice.com/bi/tableau-profile/reviews/) Best for:Small businesses ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Tableau is an integrated business intelligence (BI) and analytics solution that helps to analyze key business data and generate meaningful insights. The solution helps businesses to collect data from multiple source points such as SQL databases, spreadsheets, cloud apps, such as Google Analytics and Salesforce to create a collective dataset. Tableau's live visual analytics and interactive dashboard allow slicing & dicing datasets for generating relevant insights and exploring new opportunities. Users can create interactive maps and analyze data across regions, territories, demographics and more. Tableau helps to create a narrative story of the data analysis with interactive visualizations that can be shared with their audience. Tableau can be personalized to serve a number of industry verticals including banking, communication, education, healthcare, real estate, manufacturing and technology. The solution can be either installed on-premises or hosted on the cloud as a SaaS application. Users can also view and analyze data on their Android and iOS smartphones with Tableau Mobile app.... [Read more](https://www.softwareadvice.com/bi/tableau-profile/) ### What users love - Powerful interactive visualizations - Robust data integration capabilities - Customizable and shareable dashboards ### To take in mind - Complex and unintuitive interface - Expensive licensing and scaling - Steep learning and training demands ### Best rated features: Multivariate Analysis 5.0 Compliance Tracking 5.0 Data Migration 5.0 Customizable Fields 5.0 ### Worst rated features: Text Analysis 1.0 Multi-Channel Attribution 3.5 Behavioral Analytics 3.5 [See all features](https://www.softwareadvice.com/bi/tableau-profile/#key-features) ### Tableau Viewer $15.00/month ### Tableau Explorer $42.00/month ### Tableau Creator $75.00/month [See full pricing details](https://www.softwareadvice.com/bi/tableau-profile/#pricing-and-plans) [Atlan](https://www.softwareadvice.com/data-collection/atlan-profile/) 4.50 [(2)](https://www.softwareadvice.com/data-collection/atlan-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary The Atlan Collect platform helps businesses collect and track high-quality customer experience data. Also available on an easy to use mobile app, Atlan Collect is designed to work anywhere. The intuitively designed dashboard helps users easily create forms and collect responses providing insights immediately and also through integration with most BI tools. Atlan Collect also works without internet connection allowing users to collect responses even when a team is in the field. All data is instantly synced upon reconnection to the internet.... [Read more](https://www.softwareadvice.com/data-collection/atlan-profile/) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/data-collection/atlan-profile/#pricing-and-plans) [OvalEdge](https://www.softwareadvice.com/data-governance/ovaledge-profile/) 4.0 [(1)](https://www.softwareadvice.com/data-governance/ovaledge-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary OvalEdge is a data governance software that provides businesses with tools to handle regulatory compliance, data analysis, and other processes. Using the application, supervisors can crawl organizations’ databases, ETL tools, BI platforms and data lakes to create a consolidated inventory of data assets.... [Read more](https://www.softwareadvice.com/data-governance/ovaledge-profile/) ### Basic $100.00/month [See full pricing details](https://www.softwareadvice.com/data-governance/ovaledge-profile/#pricing-and-plans) [Azure Data Catalog](https://www.softwareadvice.com/data-governance/azure-data-catalog-profile/) 4.33 [(3)](https://www.softwareadvice.com/data-governance/azure-data-catalog-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Azure Data Catalog is a cloud-based data governance solution that helps businesses manage data, discover assets, and maintain information security from a unified platform. It provides users with an intuitive interface for discovering and analyzing data. It is designed to help businesses with all levels of data complexity including large enterprises with multiple clouds and many applications. With Azure Data Catalog, staff members can discover what data is available across organizations in one place, and explore as well as analyze that data by using rich visualizations and interactive charts. Additionally, it helps team members schedule jobs to ensure accuracy and connect to other tools like Power BI or Excel to explore the data further.... [Read more](https://www.softwareadvice.com/data-governance/azure-data-catalog-profile/) ### Best rated features: Data Governance 4.5 Data Catalog 4.5 Data Lineage 4.0 Data Security 3.0 [See all features](https://www.softwareadvice.com/data-governance/azure-data-catalog-profile/#key-features) [Enterprise Test Data](https://www.softwareadvice.com/bi/test-data-automation-profile/) 4.54 [(28)](https://www.softwareadvice.com/bi/test-data-automation-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary AI-powered. End-to-end. Your complete test data management platform. Simplify complex application landscapes and provide confidence and clarity at every step of your test data management journey. Gain a deep understanding of your data, intelligently execute on actionable insights, and intuitively monitor your application landscape with our end-to-end test data platform, powered by AI. Take advantage of advanced masking and data generation capabilities to avoid the spread of PII, mitigating the risk of costly data breaches and fines. Deliver vast, high-quality, and diverse datasets that can support AI initiatives, and help your organisation confidently fuel AI training and validation. Move from reactive slow test data delivery, to advanced, AI powered insights, actions, and delivery, while removing clashes and constraints. Uncover smarter test data, with Curiosity’s all-in-one, AI-accelerated platform.... [Read more](https://www.softwareadvice.com/bi/test-data-automation-profile/) ### Best rated features: Access Controls/Permissions 5.0 Database Conversion 5.0 Data Virtualization 5.0 Data Dictionary Management 5.0 [See all features](https://www.softwareadvice.com/bi/test-data-automation-profile/#key-features) [DvSum](https://www.softwareadvice.com/bi/dvsum-profile/) 4.40 [(5)](https://www.softwareadvice.com/bi/dvsum-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary DvSum is a cloud-based, AI-enabled data intelligence platform designed for data and analytics teams. It can be used to discover, monitor, and govern data and provide an actionable data catalog for enterprises. With DvSum, teams can organize and transform the data needed to make critical business decisions. Its features include a glossary of data definitions and business rules, data preparation recommendations, data quality rules and monitoring, plus more.... [Read more](https://www.softwareadvice.com/bi/dvsum-profile/) ### Best rated features: Data Import/Export 5.0 Access Controls/Permissions 5.0 Drag & Drop 4.0 Reporting & Statistics 4.0 ### Worst rated features: API 3.0 Metadata Management 4.0 Monitoring 4.0 Data Connectors 4.0 [See all features](https://www.softwareadvice.com/bi/dvsum-profile/#key-features) ### Basic $12,000.00/year [See full pricing details](https://www.softwareadvice.com/bi/dvsum-profile/#pricing-and-plans) [Phoenix](https://www.softwareadvice.com/product/480758-Blueway/) 4.33 [(6)](https://www.softwareadvice.com/product/480758-Blueway/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Phoenix is a comprehensive data management platform from Blueway. It combines a data catalog, business process management, master data management, enterprise service bus, and API management into a single platform. This platform simplifies data and process governance, enabling organizations to accelerate their digital transformation. The Phoenix platform offers modules for data governance, process governance, and API governance. These allow organizations to manage the entire lifecycle of their data and processes. The platform's flexibility and scalability make it suitable for businesses of all sizes, from modernizing legacy IT systems to empowering non-technical users to take control of their data and processes.... [Read more](https://www.softwareadvice.com/product/480758-Blueway/) ### Best rated features: Electronic Data Interchange 5.0 Enterprise Service Bus (ESB) 4.8 Data Source Connectors 4.7 Integrations Management 4.7 ### Worst rated features: Data Import/Export 2.0 Customizable Reports 2.0 Task Management 2.3 Calendar Management 2.7 [See all features](https://www.softwareadvice.com/product/480758-Blueway/#key-features) [Talend Data Fabric](https://www.softwareadvice.com/bi/talend-data-fabric-profile/) 4.25 [(24)](https://www.softwareadvice.com/bi/talend-data-fabric-profile/reviews/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Talend Data Fabric is a cloud-based data integration platform that helps organizations in finance, retail, telecommunications and other industries collect, manage and transform business data. The platform enables IT teams to access data stored in secure firewalls, data centers or external cloud environments in real-time. The NoSQL database system allows IT professionals to streamline data migration operations and transform unstructured data into JSON format. Talend Data Fabric allows managers to assess data’s health by monitoring the quality, relevance and popularity of data. Additionally, employees can use the application to share data with internal or external stakeholders and automate the indexing process across multiple data warehouses. Talend Data Fabric supports integration with various third-party cloud service providers, data warehouses and analytics platforms such as Amazon Web Services, Microsoft Azure, Snowflake, Databricks and more. Pricing is available on request and support is extended via phone, email and other online measures.... [Read more](https://www.softwareadvice.com/bi/talend-data-fabric-profile/) ### Best rated features: ETL 5.0 Role-Based Permissions 5.0 Multiple Data Sources 4.5 Data Capture and Transfer 4.0 ### Worst rated features: Access Controls/Permissions 3.5 Data Governance 4.0 Data Discovery 4.0 Data Migration 4.0 [See all features](https://www.softwareadvice.com/bi/talend-data-fabric-profile/#key-features) ### Basic $12,000.00/year [See full pricing details](https://www.softwareadvice.com/bi/talend-data-fabric-profile/#pricing-and-plans) [Data Mesh Manager](https://www.softwareadvice.com/data-catalog/data-mesh-manager-profile/) ### Pricing availability Free trial: Not available Free version: Available Software Advice Summary Discover Data to Trust While many data catalogs tend to be cluttered with numerous entries like intermediary tables and internal data structures, making data management cumbersome, Data Mesh Manager takes a different approach. It focuses on data products and data contracts. Utilize the intuitive visual data product map as a robust starting point for exploring your data ecosystem. Identify data products that can be trusted by assessing their quality metrics, popularity, and compliance rating. Data Product Management Evaluate the business value versus the costs associated with each data product. Enhance transparency by providing data product owners with insights into monthly platform expenses, enabling decentralized cost control. Seamlessly integrate your data platform with the Data Mesh Manager API directly from your CI/CD pipelines, ensuring that metadata remains up-to-date without manual input. Data Contracts to Bring Data Team Together A data contract defines the schema, semantics, quality, and terms for data exchange between providers and consumers. It makes explicit the assurances regarding provided data and usage expectations. Data contracts serve as a valuable tool for discussing semantics, quality, requirements, and expectations even before implementation within data products. They can also encompass usage terms and billing policies. Data Mesh Manager supports the entire data contract lifecycle, offering self-service and approval workflows while automating access rights provisioning. Federated Governance Data Mesh Manager facilitates the implementation of global policies. Define the context, articulate the problem statement, describe the repercussions of available options, and reach a consensus on decisions. Monitor policy automation and adoption. Data Mesh Manager allows for tracking policy adoption at the data platform, data product, and team levels.... [Read more](https://www.softwareadvice.com/data-catalog/data-mesh-manager-profile/) [DataGalaxy](https://www.softwareadvice.com/data-governance/datagalaxy-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary DataGalaxy is a Data & AI Product Governance Platform built to help organizations manage the complexity of their data ecosystem. It centralizes metadata, lineage, roles, and business context in a collaborative workspace designed for both business and technical users. With features like visual lineage, role-based access, and AI-powered discovery, DataGalaxy helps teams improve data quality, ensure compliance, and prepare for AI implementation. Whether you're scaling governance practices or streamlining data documentation, DataGalaxy enables your team to make faster, more accurate, and compliant decisions across the data lifecycle.... [Read more](https://www.softwareadvice.com/data-governance/datagalaxy-profile/) [Foursquare Places](https://www.softwareadvice.com/location-intelligence/foursquare-places-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Foursquare Places provides a point of interest (POI) dataset of over 100M+ places across 200 countries, with 50+ attributes on each place. Fueled by 16B+ human-verified check-ins, Foursquare Places delivers high quality information to developers and analysts who use Places data to build new location features or make critical business decisions.... [Read more](https://www.softwareadvice.com/location-intelligence/foursquare-places-profile/) ### Foursquare Places Pricing $1.00 With pay-as-you-go pricing, you only pay for what you need. Test select Pro API endpoints at no charge for up to 10,000 calls. Enterprise accounts receive additional discount benefits.... [Read more](https://www.softwareadvice.com/location-intelligence/foursquare-places-profile/#pricing-and-plans) [See full pricing details](https://www.softwareadvice.com/location-intelligence/foursquare-places-profile/#pricing-and-plans) [Foursquare Spatial Studio](https://www.softwareadvice.com/bi/foursquare-studio-profile/) ### Pricing availability Free trial: Not available Free version: Available Software Advice Summary Foursquare Spatial Studio is an advanced cloud-based geospatial visualization and analytics platform. Users can easily process and unify massive amounts of geospatial data for advanced analysis and fluid visualization. Analysts, geospatial developers and data scientists rely on Studio to expose rich insights and make informed decisions for their business.... [Read more](https://www.softwareadvice.com/bi/foursquare-studio-profile/) [IBM Watson Knowledge Catalog](https://www.softwareadvice.com/artificial-intelligence/ibm-watson-knowledge-catalog-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary IBM Watson Knowledge Catalog is a data management solution that helps businesses with data protection, governance, and discovery. The main features of IBM Watson Knowledge Catalog include workflow history, automatic business term assignment, data protection rules, search recommendations, data quality visualization, global search, and column filtering.... [Read more](https://www.softwareadvice.com/artificial-intelligence/ibm-watson-knowledge-catalog-profile/) 1 [2](https://www.softwareadvice.com/data-catalog/?page=2) ### Related Data Catalog Software - [Catalog Management Software](https://www.softwareadvice.com/catalog-management/) - [Data Discovery Software](https://www.softwareadvice.com/bi/data-discovery-tools-comparison/) - [Data Governance Software](https://www.softwareadvice.com/data-governance/) - [Metadata Management Software](https://www.softwareadvice.com/metadata-management/)