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Best Machine Learning Data Catalog Software for Medium-Sized Businesses

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Products classified in the overall Machine Learning Data Catalog category are similar in many regards and help companies of all sizes solve their business problems. However, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized Business Machine Learning Data Catalog to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Medium-Sized Business Machine Learning Data Catalog category.

In addition to qualifying for inclusion in the Machine Learning Data Catalog Software category, to qualify for inclusion in the Medium-Sized Business Machine Learning Data Catalog Software category, a product must have at least 10 reviews left by a reviewer from a medium-sized business.

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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4 Listings in Machine Learning Data Catalog Available
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    G2 Score
Atlan
By Atlan
(116)4.5 out of 5
Optimized for quick response
3rd Easiest To Use in Machine Learning Data Catalog software
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  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Built by a data team, for data teams, Atlan is THE Active Metadata platform for enterprises to find, trust, and govern AI-ready data, and a leader in The Forrester Wave™: Enterprise Data Catalogs, Q3

    Users
    No information available
    Industries
    • Financial Services
    • Information Technology and Services
    Market Segment
    • 54% Mid-Market
    • 40% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Atlan Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    32
    User Interface
    25
    Features
    20
    Data Lineage
    19
    User Experience
    18
    Cons
    Limited Functionality
    11
    Missing Features
    11
    Lacking Features
    10
    Integration Issues
    7
    Data Lineage Issues
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Atlan features and usability ratings that predict user satisfaction
    9.0
    Ease of Use
    Average: 8.6
    9.2
    Business and Data Glossary
    Average: 8.5
    9.4
    Metadata Management
    Average: 8.5
    9.3
    Data Lineage
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Atlan
    Company Website
    Year Founded
    2019
    HQ Location
    New York, US
    Twitter
    @AtlanHQ
    9,421 Twitter followers
    LinkedIn® Page
    in.linkedin.com
    434 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Built by a data team, for data teams, Atlan is THE Active Metadata platform for enterprises to find, trust, and govern AI-ready data, and a leader in The Forrester Wave™: Enterprise Data Catalogs, Q3

Users
No information available
Industries
  • Financial Services
  • Information Technology and Services
Market Segment
  • 54% Mid-Market
  • 40% Enterprise
Atlan Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
32
User Interface
25
Features
20
Data Lineage
19
User Experience
18
Cons
Limited Functionality
11
Missing Features
11
Lacking Features
10
Integration Issues
7
Data Lineage Issues
6
Atlan features and usability ratings that predict user satisfaction
9.0
Ease of Use
Average: 8.6
9.2
Business and Data Glossary
Average: 8.5
9.4
Metadata Management
Average: 8.5
9.3
Data Lineage
Average: 8.7
Seller Details
Seller
Atlan
Company Website
Year Founded
2019
HQ Location
New York, US
Twitter
@AtlanHQ
9,421 Twitter followers
LinkedIn® Page
in.linkedin.com
434 employees on LinkedIn®
CastorDoc
By Castor
(62)4.7 out of 5
1st Easiest To Use in Machine Learning Data Catalog software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    CastorDoc is a collaborative, automated data discovery & catalog tool. We believe that data people spend way too much time trying to find and understand their data. CastorDoc redesigns how dat

    Users
    No information available
    Industries
    • Financial Services
    • Information Technology and Services
    Market Segment
    • 60% Mid-Market
    • 26% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • CastorDoc Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Centralized Management
    1
    Collaboration
    1
    Data Governance
    1
    Data Lineage
    1
    Data Quality
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • CastorDoc features and usability ratings that predict user satisfaction
    9.6
    Ease of Use
    Average: 8.6
    10.0
    Business and Data Glossary
    Average: 8.5
    9.9
    Metadata Management
    Average: 8.5
    9.9
    Data Lineage
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Castor
    Company Website
    Year Founded
    2020
    HQ Location
    New York City, New York
    Twitter
    @castordoc_data
    476 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    55 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

CastorDoc is a collaborative, automated data discovery & catalog tool. We believe that data people spend way too much time trying to find and understand their data. CastorDoc redesigns how dat

Users
No information available
Industries
  • Financial Services
  • Information Technology and Services
Market Segment
  • 60% Mid-Market
  • 26% Enterprise
CastorDoc Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Centralized Management
1
Collaboration
1
Data Governance
1
Data Lineage
1
Data Quality
1
Cons
This product has not yet received any negative sentiments.
CastorDoc features and usability ratings that predict user satisfaction
9.6
Ease of Use
Average: 8.6
10.0
Business and Data Glossary
Average: 8.5
9.9
Metadata Management
Average: 8.5
9.9
Data Lineage
Average: 8.7
Seller Details
Seller
Castor
Company Website
Year Founded
2020
HQ Location
New York City, New York
Twitter
@castordoc_data
476 Twitter followers
LinkedIn® Page
www.linkedin.com
55 employees on LinkedIn®
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Secoda
By Secoda
(48)4.5 out of 5
5th Easiest To Use in Machine Learning Data Catalog software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Secoda is the fastest way to explore, understand, and use data. Companies like Chipotle, Cardinal Health, Kaufland, and Remitly use Secoda to get visibility into the health of their entire stack, red

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 65% Mid-Market
    • 21% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Secoda Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    28
    Features
    23
    Customer Support
    19
    Integrations
    14
    Data Lineage
    12
    Cons
    Bug Issues
    10
    Bugs
    10
    Technical Issues
    9
    Missing Features
    5
    Learning Curve
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Secoda features and usability ratings that predict user satisfaction
    8.3
    Ease of Use
    Average: 8.6
    9.2
    Business and Data Glossary
    Average: 8.5
    9.4
    Metadata Management
    Average: 8.5
    8.8
    Data Lineage
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Secoda
    Year Founded
    2021
    HQ Location
    Toronto, CA
    Twitter
    @SecodaHQ
    898 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    43 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Secoda is the fastest way to explore, understand, and use data. Companies like Chipotle, Cardinal Health, Kaufland, and Remitly use Secoda to get visibility into the health of their entire stack, red

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 65% Mid-Market
  • 21% Small-Business
Secoda Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
28
Features
23
Customer Support
19
Integrations
14
Data Lineage
12
Cons
Bug Issues
10
Bugs
10
Technical Issues
9
Missing Features
5
Learning Curve
4
Secoda features and usability ratings that predict user satisfaction
8.3
Ease of Use
Average: 8.6
9.2
Business and Data Glossary
Average: 8.5
9.4
Metadata Management
Average: 8.5
8.8
Data Lineage
Average: 8.7
Seller Details
Seller
Secoda
Year Founded
2021
HQ Location
Toronto, CA
Twitter
@SecodaHQ
898 Twitter followers
LinkedIn® Page
www.linkedin.com
43 employees on LinkedIn®
Read Secoda Reviews
Select Star
By Select Star
(42)4.5 out of 5
4th Easiest To Use in Machine Learning Data Catalog software
Save to My Lists
Free trial available
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Select Star is an intelligent metadata platform that automatically analyzes & documents your data. From data catalog, lineage, usage analysis, and AI assistants, Select Star provides an easy to us

    Users
    No information available
    Industries
    • Real Estate
    • Information Technology and Services
    Market Segment
    • 55% Mid-Market
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Select Star Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Lineage
    7
    Data Discovery
    5
    Ease of Use
    5
    Insights
    3
    User Interface
    3
    Cons
    Limited Functionality
    4
    Missing Features
    3
    Complexity
    1
    Complex Setup
    1
    Data Quality
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Select Star features and usability ratings that predict user satisfaction
    8.9
    Ease of Use
    Average: 8.6
    8.2
    Business and Data Glossary
    Average: 8.5
    8.8
    Metadata Management
    Average: 8.5
    8.9
    Data Lineage
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Select Star
    Year Founded
    2020
    HQ Location
    San Francisco, CA
    Twitter
    @selectstarhq
    388 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    25 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Select Star is an intelligent metadata platform that automatically analyzes & documents your data. From data catalog, lineage, usage analysis, and AI assistants, Select Star provides an easy to us

Users
No information available
Industries
  • Real Estate
  • Information Technology and Services
Market Segment
  • 55% Mid-Market
  • 33% Enterprise
Select Star Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Lineage
7
Data Discovery
5
Ease of Use
5
Insights
3
User Interface
3
Cons
Limited Functionality
4
Missing Features
3
Complexity
1
Complex Setup
1
Data Quality
1
Select Star features and usability ratings that predict user satisfaction
8.9
Ease of Use
Average: 8.6
8.2
Business and Data Glossary
Average: 8.5
8.8
Metadata Management
Average: 8.5
8.9
Data Lineage
Average: 8.7
Seller Details
Seller
Select Star
Year Founded
2020
HQ Location
San Francisco, CA
Twitter
@selectstarhq
388 Twitter followers
LinkedIn® Page
www.linkedin.com
25 employees on LinkedIn®
Read Select Star Reviews
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All Segments
Mid Market
Enterprise
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4 Listings in Machine Learning Data Catalog Available
  • Sort By:
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