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Data Catalog
Ai machine learning

Data Catalog Software with AI/Machine Learning (2026)

Last updated: January 2026

Data Catalog Software Key Features

Based on 38 user opinions, we identified 6 features that are important for any product in Data Catalog Software

Data Discovery
Discover and connect variety of data sources to the application for analysis
Average user rating
4.4
Metadata Management
Collect and maintain structured information that describes data or content
Average user rating
4.8
Natural Language Search
Ability to interact with the application using human languages such as English
Average user rating
4.8
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Average user rating
5.0
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Average user rating
5.0
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Average user rating
4.6

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AI/Machine Learning

Collaboration Tools(11)

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Data Catalog(10)

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Linux(6)

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13 software options

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decube

(0)

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.

SAS Viya

4.4

(12)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

A faster, more productive Data and AI platform.

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Discover the end-to-end platform that not only fulfills the promise of AI, but also brings you speed and productivity you never imagined possible. See how we take the computer science out of data science.

Tableau

4.6

(2.3K)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Business intelligence & analytics

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Tableau is the world’s leading AI-powered analytics and business intelligence platform. Learn More!

Enterprise Test Data

4.5

(28)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Dataedo

4.7

(12)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Phoenix

4.4

(5)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Metaphor

5.0

(3)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Qloo

5.0

(2)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Shinydocs

5.0

(1)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Rudol

(0)

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

Foursquare Places

(0)

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.

erwin Data Intelligence

(0)

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.

DataGalaxy

(0)

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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Business Intelligence

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