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Top Rated Data Catalog Software with Ai machine learning

Last updated: September 2026

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18 software options

SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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Collate logo

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Metaphor logo

data catalog and management solution

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Metaphor is a data management solution that streamlines the data journey by providing full compatibility with the modern stack. With Metaphor, users can experience enhanced agility and scalability in their data operations. The software integrates with various collaboration platforms like Slack and MS Teams, facilitating communication and teamwork among team members.

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Dataedo logo

Data catalog and database documentation tool

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Dataedo is a data catalog and database documentation tool. It supports metadata management and data governance through data dictionaries, business glossaries, database diagrams, data profiling, data lineage, and more.

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Qloo logo

Cloud-based AI personalization tool for consumer preferences

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Qloo is a cloud-based AI platform that helps businesses predict and personalize customer preferences and maintain data privacy.

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Shinydocs logo

Effortless access to the right files at the right time.

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Shinydocs crawls your content repositories and then uses rules to identify and classify your files, documents, records, and media to create a regularly updated data catalog. It is invisible to your employees and works in the background while your team focuses on their day jobs.

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Tableau logo

Analytics platform for teams of all sizes

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Cloud, on-premises, and desktop analytics platform offering data visualization, AI-assisted insights, and collaboration tools for.

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Enterprise Test Data logo

AI-powered. End-to-end. Your complete test data platform.

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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.

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Phoenix logo

Simplify data governance & accelerate digital transformation

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With Phoenix Data Catalog, identify, understand, and visualize your data within an efficient and collaborative data catalog.

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DataGalaxy logo
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Unify, Govern & Activate Your Data for AI-Driven Success

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DataGalaxy is a collaborative data catalog that helps organizations map, document, and activate their data for governance and AI readiness.

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Accurity logo

All-in-one data intelligence platform

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Accurity is the all-in-one data intelligence platform with many solutions for company-wide understanding and complete trust in your data. Suitable for business/orgs that require data management and governance, from start-ups, SMEs, to large-scale enterprise environments with specialist requirements.

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Herus logo
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Rudol logo
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Reliable Data Quality for your Company

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- Unified Catalog, make all your data accesible
- Automatic Validation of your Business Rules
- Find Anomalies using our Propietary AI
- Notify your team members automatically, in Slack or Microsoft Teams
- Trace data's journey with Lineage analysis
- Google Chrome extension

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erwin Data Intelligence logo
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Data catalog, discovery, governance, and quality solution

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erwin Data Intelligence is a data catalog solution that helps enterprises discover, analyze, govern, and share data. Key features include data mapping, reporting, metadata harvesting, and glossary management.

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Foursquare Places logo
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The most powerful and precise POI data

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Foursquare Places is a cloud-based location intelligence solution that helps businesses gather location data from multiple territories and countries. Key features include site selection, competitive intelligence, and more. Foursquare Places also provides data sourced from proprietary machine-learning algorithms, user-generated content, and verified sources.

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Zeenea Data Discovery Platform logo

Democratize data. Accelerate smarter decision-making.

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The Zeenea Data Discovery Platform (by Actian) democratizes data by empowering data experts and business users to easily discover, trust, and utilize enterprise data. The SOC 2 Type II & ISO/IEC 27001 Standard features two solutions: a Data Catalog and an Enterprise Data Marketplace.

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decube logo
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Data observability platform

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decube is a cloud-based data observability solution that helps data teams understand the health of data in their systems & prevent data quality issues.

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Appen logo

Artificial intelligence (AI) & machine learning (ML) tool

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Appen is the global leader in AI training data. We power AI innovation, building a future driven by cutting-edge advancements in smart technology. Most of today’s interactions between consumers and AI are supported by Appen.

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