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Best Data Quality Tools - Page 3

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Data quality tools analyze sets of information and identify incorrect, incomplete, or improperly formatted data. After profiling data concerns, data quality tools cleanse or correct that data based on previously established guidelines. Deletion, modification, appending, and merging are all common methods of data set cleansing or correction; data analysts, marketers, and salespeople are just a few positions that benefit from leveraging data quality solutions.

By targeting and cleaning data lists, data quality software allows businesses to establish and maintain high standards for data integrity. These solutions are also helpful for ensuring that data adheres to these standards, based on the required industry, market, or in-house regulations. This process of maintaining data integrity enhances the reliability of such information for business use. Data sets can range from customer contact information to granular financial statistics and much more.

Data quality software products may also share features or coexist with master data management (MDM) software, data integration software, or big data software. While tangentially related to data quality solutions from a functional standpoint, address verification software differs through its distinct use cases, focus on physical location data, and reliance on authoritative location data sourcing to verify correctness.

To qualify for inclusion in the Data Quality category, a product must:

Enable data profiling and identify data anomalies
Provide basic data cleansing functionalities like record merge, append, and delete
Allow data modification and standardization based on predefined rules
Allow automated and manual cleaning options
Offer preventive measures to preserve data integrity
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Featured Data Quality Tools At A Glance

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Top Trending:

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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210 Listings in Data Quality Available
(45)4.6 out of 5
Optimized for quick response
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.

    Sifflet is a comprehensive data observability solution designed to assist data engineers and data consumers in gaining complete visibility into their data stacks. This platform can be deployed as a So

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 73% Mid-Market
    • 24% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Sifflet 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
    Efficiency Improvement
    31
    Monitoring
    31
    Data Lineage
    29
    Ease of Use
    29
    Alerting System
    26
    Cons
    Limited Customization
    13
    Complex Setup
    9
    Alert Management
    8
    Limited Integration
    8
    Lineage Issues
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Sifflet features and usability ratings that predict user satisfaction
    9.4
    Quality of Support
    Average: 8.8
    10.0
    Automation
    Average: 8.7
    9.2
    Identification
    Average: 8.8
    8.3
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Sifflet
    Company Website
    Year Founded
    2021
    HQ Location
    Paris, Ile-de-France
    Twitter
    @Siffletdata
    394 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.

Sifflet is a comprehensive data observability solution designed to assist data engineers and data consumers in gaining complete visibility into their data stacks. This platform can be deployed as a So

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 73% Mid-Market
  • 24% Enterprise
Sifflet 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
Efficiency Improvement
31
Monitoring
31
Data Lineage
29
Ease of Use
29
Alerting System
26
Cons
Limited Customization
13
Complex Setup
9
Alert Management
8
Limited Integration
8
Lineage Issues
7
Sifflet features and usability ratings that predict user satisfaction
9.4
Quality of Support
Average: 8.8
10.0
Automation
Average: 8.7
9.2
Identification
Average: 8.8
8.3
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Sifflet
Company Website
Year Founded
2021
HQ Location
Paris, Ile-de-France
Twitter
@Siffletdata
394 Twitter followers
LinkedIn® Page
www.linkedin.com
43 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Openprise is fueling the revolution in RevOps. Openprise automates critical RevOps processes to break down silos and align sales and marketing professionals and their technologies to deliver explosive

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 59% Enterprise
    • 34% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Openprise 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
    Booking Efficiency
    1
    Data Management
    1
    Data Quality
    1
    Flexibility
    1
    Lead Generation
    1
    Cons
    Poor Navigation
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Openprise features and usability ratings that predict user satisfaction
    9.9
    Quality of Support
    Average: 8.8
    9.7
    Automation
    Average: 8.7
    9.3
    Identification
    Average: 8.8
    9.8
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Openprise
    Year Founded
    2014
    HQ Location
    San Mateo, CA
    Twitter
    @OpenpriseTech
    3,624 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    131 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Openprise is fueling the revolution in RevOps. Openprise automates critical RevOps processes to break down silos and align sales and marketing professionals and their technologies to deliver explosive

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 59% Enterprise
  • 34% Mid-Market
Openprise 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
Booking Efficiency
1
Data Management
1
Data Quality
1
Flexibility
1
Lead Generation
1
Cons
Poor Navigation
1
Openprise features and usability ratings that predict user satisfaction
9.9
Quality of Support
Average: 8.8
9.7
Automation
Average: 8.7
9.3
Identification
Average: 8.8
9.8
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Openprise
Year Founded
2014
HQ Location
San Mateo, CA
Twitter
@OpenpriseTech
3,624 Twitter followers
LinkedIn® Page
www.linkedin.com
131 employees on LinkedIn®

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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SelectZero is a data observability platform that helps organizations understand, validate, and monitor their data across systems to ensure reliability, consistency, and usability. Being data-driven

    Users
    No information available
    Industries
    • Financial Services
    Market Segment
    • 64% Mid-Market
    • 18% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SelectZero 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
    Customer Support
    8
    Ease of Use
    7
    Features
    7
    User Experience
    5
    Customer Experience
    4
    Cons
    Limited Customization
    2
    User Interface Issues
    2
    Bug Issues
    1
    Limitations
    1
    Limited Functionality
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SelectZero features and usability ratings that predict user satisfaction
    9.7
    Quality of Support
    Average: 8.8
    5.7
    Automation
    Average: 8.7
    9.4
    Identification
    Average: 8.8
    4.2
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2020
    HQ Location
    Estonia
    LinkedIn® Page
    www.linkedin.com
    7 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

SelectZero is a data observability platform that helps organizations understand, validate, and monitor their data across systems to ensure reliability, consistency, and usability. Being data-driven

Users
No information available
Industries
  • Financial Services
Market Segment
  • 64% Mid-Market
  • 18% Enterprise
SelectZero 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
Customer Support
8
Ease of Use
7
Features
7
User Experience
5
Customer Experience
4
Cons
Limited Customization
2
User Interface Issues
2
Bug Issues
1
Limitations
1
Limited Functionality
1
SelectZero features and usability ratings that predict user satisfaction
9.7
Quality of Support
Average: 8.8
5.7
Automation
Average: 8.7
9.4
Identification
Average: 8.8
4.2
Preventative Cleaning
Average: 8.4
Seller Details
Year Founded
2020
HQ Location
Estonia
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®
(31)4.6 out of 5
6th Easiest To Use in Data Quality software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Migrating data is one of the biggest barriers to onboarding customers quickly and successfully. This process is often complex and error-prone, causing delays and frustration that can negatively impact

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 90% Small-Business
    • 6% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Flatfile 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
    Community Support
    1
    Customer Support
    1
    Helpful
    1
    Problem Solving
    1
    Productivity Improvement
    1
    Cons
    Limited Customization
    2
    Complex Implementation
    1
    Complex Setup
    1
    Difficult Setup
    1
    Error Handling
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Flatfile features and usability ratings that predict user satisfaction
    9.4
    Quality of Support
    Average: 8.8
    9.4
    Automation
    Average: 8.7
    9.2
    Identification
    Average: 8.8
    8.8
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Flatfile
    Year Founded
    2018
    HQ Location
    Denver, Colorado
    Twitter
    @flatfile
    1,258 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    63 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Migrating data is one of the biggest barriers to onboarding customers quickly and successfully. This process is often complex and error-prone, causing delays and frustration that can negatively impact

Users
No information available
Industries
  • Computer Software
Market Segment
  • 90% Small-Business
  • 6% Mid-Market
Flatfile 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
Community Support
1
Customer Support
1
Helpful
1
Problem Solving
1
Productivity Improvement
1
Cons
Limited Customization
2
Complex Implementation
1
Complex Setup
1
Difficult Setup
1
Error Handling
1
Flatfile features and usability ratings that predict user satisfaction
9.4
Quality of Support
Average: 8.8
9.4
Automation
Average: 8.7
9.2
Identification
Average: 8.8
8.8
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Flatfile
Year Founded
2018
HQ Location
Denver, Colorado
Twitter
@flatfile
1,258 Twitter followers
LinkedIn® Page
www.linkedin.com
63 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DQE One is a data quality management platform designed to assist companies in maintaining accurate, unified, and up-to-date data. This solution is specifically built to integrate seamlessly with Sales

    Users
    No information available
    Industries
    • Marketing and Advertising
    Market Segment
    • 50% Small-Business
    • 29% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DQE One 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
    4
    CRM Integration
    2
    Data Accuracy
    2
    Data Quality
    2
    Intuitive
    2
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DQE One features and usability ratings that predict user satisfaction
    9.5
    Quality of Support
    Average: 8.8
    8.9
    Automation
    Average: 8.7
    9.0
    Identification
    Average: 8.8
    8.7
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    DQE
    Company Website
    Year Founded
    2008
    HQ Location
    Levallois-Perret, Île-de-France
    Twitter
    @dqe_software
    177 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    72 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DQE One is a data quality management platform designed to assist companies in maintaining accurate, unified, and up-to-date data. This solution is specifically built to integrate seamlessly with Sales

Users
No information available
Industries
  • Marketing and Advertising
Market Segment
  • 50% Small-Business
  • 29% Mid-Market
DQE One 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
4
CRM Integration
2
Data Accuracy
2
Data Quality
2
Intuitive
2
Cons
This product has not yet received any negative sentiments.
DQE One features and usability ratings that predict user satisfaction
9.5
Quality of Support
Average: 8.8
8.9
Automation
Average: 8.7
9.0
Identification
Average: 8.8
8.7
Preventative Cleaning
Average: 8.4
Seller Details
Seller
DQE
Company Website
Year Founded
2008
HQ Location
Levallois-Perret, Île-de-France
Twitter
@dqe_software
177 Twitter followers
LinkedIn® Page
www.linkedin.com
72 employees on LinkedIn®
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexi

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 51% Mid-Market
    • 44% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Syncari 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
    2
    Analytics
    1
    Analytics Tools
    1
    Automation
    1
    Automation Features
    1
    Cons
    Complex Implementation
    1
    Complex Onboarding
    1
    Data Management Issues
    1
    Initial User Difficulty
    1
    Insufficient Training
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Syncari features and usability ratings that predict user satisfaction
    9.9
    Quality of Support
    Average: 8.8
    9.7
    Automation
    Average: 8.7
    9.4
    Identification
    Average: 8.8
    9.4
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Syncari
    Year Founded
    2019
    HQ Location
    Newark, California
    Twitter
    @syncari
    232 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.

Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexi

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 51% Mid-Market
  • 44% Small-Business
Syncari 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
2
Analytics
1
Analytics Tools
1
Automation
1
Automation Features
1
Cons
Complex Implementation
1
Complex Onboarding
1
Data Management Issues
1
Initial User Difficulty
1
Insufficient Training
1
Syncari features and usability ratings that predict user satisfaction
9.9
Quality of Support
Average: 8.8
9.7
Automation
Average: 8.7
9.4
Identification
Average: 8.8
9.4
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Syncari
Year Founded
2019
HQ Location
Newark, California
Twitter
@syncari
232 Twitter followers
LinkedIn® Page
www.linkedin.com
43 employees on LinkedIn®
(147)4.7 out of 5
Optimized for quick response
13th Easiest To Use in Data Quality 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.

    Traction Complete's RevOps Data Management Suite for Salesforce helps revenue operations teams cleanse, connect, and orchestrate data. Since 2019, we've been on a mission to automate complex data task

    Users
    • Marketing Operations Manager
    • Salesforce Administrator
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 59% Mid-Market
    • 34% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Traction Complete 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
    Customer Support
    24
    Ease of Use
    18
    Lead Generation
    17
    Routing Efficiency
    16
    Helpful
    15
    Cons
    Learning Curve
    10
    Limitations
    10
    Complexity
    6
    Steep Learning Curve
    6
    Not Intuitive
    5
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Traction Complete features and usability ratings that predict user satisfaction
    9.8
    Quality of Support
    Average: 8.8
    9.2
    Automation
    Average: 8.7
    10.0
    Identification
    Average: 8.8
    10.0
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2019
    HQ Location
    Vancouver, British Columbia
    LinkedIn® Page
    www.linkedin.com
    90 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Traction Complete's RevOps Data Management Suite for Salesforce helps revenue operations teams cleanse, connect, and orchestrate data. Since 2019, we've been on a mission to automate complex data task

Users
  • Marketing Operations Manager
  • Salesforce Administrator
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 59% Mid-Market
  • 34% Enterprise
Traction Complete 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
Customer Support
24
Ease of Use
18
Lead Generation
17
Routing Efficiency
16
Helpful
15
Cons
Learning Curve
10
Limitations
10
Complexity
6
Steep Learning Curve
6
Not Intuitive
5
Traction Complete features and usability ratings that predict user satisfaction
9.8
Quality of Support
Average: 8.8
9.2
Automation
Average: 8.7
10.0
Identification
Average: 8.8
10.0
Preventative Cleaning
Average: 8.4
Seller Details
Company Website
Year Founded
2019
HQ Location
Vancouver, British Columbia
LinkedIn® Page
www.linkedin.com
90 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    We help customers plan, implement, and govern their event-driven infrastructure.

    Users
    No information available
    Industries
    • Financial Services
    Market Segment
    • 57% Mid-Market
    • 29% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Avo 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
    Comprehensive Overview
    1
    Customer Support
    1
    Data Lineage
    1
    Documentation
    1
    Documentation Quality
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Avo features and usability ratings that predict user satisfaction
    9.8
    Quality of Support
    Average: 8.8
    6.7
    Automation
    Average: 8.7
    8.3
    Identification
    Average: 8.8
    8.3
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Avo
    Year Founded
    2018
    HQ Location
    Walnut, US
    Twitter
    @avohq
    730 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    32 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

We help customers plan, implement, and govern their event-driven infrastructure.

Users
No information available
Industries
  • Financial Services
Market Segment
  • 57% Mid-Market
  • 29% Small-Business
Avo 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
Comprehensive Overview
1
Customer Support
1
Data Lineage
1
Documentation
1
Documentation Quality
1
Cons
This product has not yet received any negative sentiments.
Avo features and usability ratings that predict user satisfaction
9.8
Quality of Support
Average: 8.8
6.7
Automation
Average: 8.7
8.3
Identification
Average: 8.8
8.3
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Avo
Year Founded
2018
HQ Location
Walnut, US
Twitter
@avohq
730 Twitter followers
LinkedIn® Page
www.linkedin.com
32 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SAS Data Management technology is truly integrated, which means you're not forced to work with a solution that's been cobbled together.

    Users
    No information available
    Industries
    • Higher Education
    Market Segment
    • 52% Enterprise
    • 26% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SAS Data Management 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 Management
    2
    Features
    1
    Scalability
    1
    Cons
    Complexity Issues
    1
    Inadequate Reporting
    1
    Integration Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Data Management features and usability ratings that predict user satisfaction
    7.9
    Quality of Support
    Average: 8.8
    8.2
    Automation
    Average: 8.7
    8.8
    Identification
    Average: 8.8
    8.3
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,220 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,116 employees on LinkedIn®
    Phone
    1-800-727-0025
Product Description
How are these determined?Information
This description is provided by the seller.

SAS Data Management technology is truly integrated, which means you're not forced to work with a solution that's been cobbled together.

Users
No information available
Industries
  • Higher Education
Market Segment
  • 52% Enterprise
  • 26% Small-Business
SAS Data Management 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 Management
2
Features
1
Scalability
1
Cons
Complexity Issues
1
Inadequate Reporting
1
Integration Issues
1
SAS Data Management features and usability ratings that predict user satisfaction
7.9
Quality of Support
Average: 8.8
8.2
Automation
Average: 8.7
8.8
Identification
Average: 8.8
8.3
Preventative Cleaning
Average: 8.4
Seller Details
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,220 Twitter followers
LinkedIn® Page
www.linkedin.com
18,116 employees on LinkedIn®
Phone
1-800-727-0025
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    With over 3,000 global customers, TimeXtender offers a comprehensive suite of products including Data Integration, Master Data Management, Data Quality, and Orchestration. These tools enable organizat

    Users
    • Business Intelligence Consultant
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 45% Mid-Market
    • 32% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • TimeXtender 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
    65
    Customer Support
    31
    Automation
    24
    Simple
    23
    Time-saving
    21
    Cons
    Limitations
    17
    Data Management
    16
    Poor Documentation
    13
    Steep Learning Curve
    10
    Error Reporting
    9
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • TimeXtender features and usability ratings that predict user satisfaction
    8.9
    Quality of Support
    Average: 8.8
    7.2
    Automation
    Average: 8.7
    8.3
    Identification
    Average: 8.8
    7.8
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2006
    HQ Location
    Aarhus, Denmark
    Twitter
    @TimeXtender
    17,799 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    73 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

With over 3,000 global customers, TimeXtender offers a comprehensive suite of products including Data Integration, Master Data Management, Data Quality, and Orchestration. These tools enable organizat

Users
  • Business Intelligence Consultant
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 45% Mid-Market
  • 32% Small-Business
TimeXtender 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
65
Customer Support
31
Automation
24
Simple
23
Time-saving
21
Cons
Limitations
17
Data Management
16
Poor Documentation
13
Steep Learning Curve
10
Error Reporting
9
TimeXtender features and usability ratings that predict user satisfaction
8.9
Quality of Support
Average: 8.8
7.2
Automation
Average: 8.7
8.3
Identification
Average: 8.8
7.8
Preventative Cleaning
Average: 8.4
Seller Details
Company Website
Year Founded
2006
HQ Location
Aarhus, Denmark
Twitter
@TimeXtender
17,799 Twitter followers
LinkedIn® Page
www.linkedin.com
73 employees on LinkedIn®
(41)4.4 out of 5
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Anomalo is the AI-powered data quality platform that automatically detects, alerts, and helps resolve data issues before they impact analytics, reporting, or AI models. Built for modern enterprises, A

    Users
    No information available
    Industries
    • Financial Services
    • Computer Software
    Market Segment
    • 49% Enterprise
    • 49% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Anomalo 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
    Anomaly Detection
    1
    Automation
    1
    Ease of Use
    1
    Efficiency
    1
    Monitoring Ease
    1
    Cons
    Alert Management
    1
    Expensive
    1
    Inaccuracy Issues
    1
    Inefficient Alert System
    1
    Limited Features
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Anomalo features and usability ratings that predict user satisfaction
    9.0
    Quality of Support
    Average: 8.8
    7.8
    Automation
    Average: 8.7
    8.7
    Identification
    Average: 8.8
    6.9
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Anomalo
    Company Website
    Year Founded
    2018
    HQ Location
    N/A
    Twitter
    @anomalo_hq
    542 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    101 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Anomalo is the AI-powered data quality platform that automatically detects, alerts, and helps resolve data issues before they impact analytics, reporting, or AI models. Built for modern enterprises, A

Users
No information available
Industries
  • Financial Services
  • Computer Software
Market Segment
  • 49% Enterprise
  • 49% Mid-Market
Anomalo 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
Anomaly Detection
1
Automation
1
Ease of Use
1
Efficiency
1
Monitoring Ease
1
Cons
Alert Management
1
Expensive
1
Inaccuracy Issues
1
Inefficient Alert System
1
Limited Features
1
Anomalo features and usability ratings that predict user satisfaction
9.0
Quality of Support
Average: 8.8
7.8
Automation
Average: 8.7
8.7
Identification
Average: 8.8
6.9
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Anomalo
Company Website
Year Founded
2018
HQ Location
N/A
Twitter
@anomalo_hq
542 Twitter followers
LinkedIn® Page
www.linkedin.com
101 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    beVault is a cutting-edge data warehouse automation software designed to accelerate the deployment of your data warehouse or data platform by up to five times using the Data Vault 2.0 methodology. By

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 64% Mid-Market
    • 27% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • beVault (formerly dataFactory) 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 Accuracy
    5
    Ease of Use
    5
    Data Quality
    4
    Automation
    3
    Customer Support
    3
    Cons
    Difficulty Learning
    3
    Integration Issues
    2
    Steep Learning Curve
    2
    Complex Implementation
    1
    Complexity
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • beVault (formerly dataFactory) features and usability ratings that predict user satisfaction
    9.6
    Quality of Support
    Average: 8.8
    8.7
    Automation
    Average: 8.7
    8.6
    Identification
    Average: 8.8
    8.1
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    dFakto
    Year Founded
    2000
    HQ Location
    Etterbeek, BE
    LinkedIn® Page
    www.linkedin.com
    29 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

beVault is a cutting-edge data warehouse automation software designed to accelerate the deployment of your data warehouse or data platform by up to five times using the Data Vault 2.0 methodology. By

Users
No information available
Industries
No information available
Market Segment
  • 64% Mid-Market
  • 27% Small-Business
beVault (formerly dataFactory) 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 Accuracy
5
Ease of Use
5
Data Quality
4
Automation
3
Customer Support
3
Cons
Difficulty Learning
3
Integration Issues
2
Steep Learning Curve
2
Complex Implementation
1
Complexity
1
beVault (formerly dataFactory) features and usability ratings that predict user satisfaction
9.6
Quality of Support
Average: 8.8
8.7
Automation
Average: 8.7
8.6
Identification
Average: 8.8
8.1
Preventative Cleaning
Average: 8.4
Seller Details
Seller
dFakto
Year Founded
2000
HQ Location
Etterbeek, BE
LinkedIn® Page
www.linkedin.com
29 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Cleanlab solves the biggest challenge in AI agents: reliability. Our platform equips your team with the tools to make agents production-ready, detecting low-quality outputs, identifying root causes, i

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 38% Mid-Market
    • 38% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Cleanlab 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
    Easy Integrations
    5
    Error Detection
    4
    Data Cleaning
    3
    Ease of Use
    3
    Time-saving
    3
    Cons
    Difficult Setup
    3
    Expensive
    2
    Slow Performance
    2
    Complexity
    1
    Dependency Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Cleanlab features and usability ratings that predict user satisfaction
    8.3
    Quality of Support
    Average: 8.8
    9.1
    Automation
    Average: 8.7
    9.1
    Identification
    Average: 8.8
    8.5
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Cleanlab
    HQ Location
    San Francisco, US
    LinkedIn® Page
    www.linkedin.com
    48 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Cleanlab solves the biggest challenge in AI agents: reliability. Our platform equips your team with the tools to make agents production-ready, detecting low-quality outputs, identifying root causes, i

Users
No information available
Industries
No information available
Market Segment
  • 38% Mid-Market
  • 38% Small-Business
Cleanlab 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
Easy Integrations
5
Error Detection
4
Data Cleaning
3
Ease of Use
3
Time-saving
3
Cons
Difficult Setup
3
Expensive
2
Slow Performance
2
Complexity
1
Dependency Issues
1
Cleanlab features and usability ratings that predict user satisfaction
8.3
Quality of Support
Average: 8.8
9.1
Automation
Average: 8.7
9.1
Identification
Average: 8.8
8.5
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Cleanlab
HQ Location
San Francisco, US
LinkedIn® Page
www.linkedin.com
48 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Designer Cloud powered by Trifacta is part of the Alteryx Analytics Cloud platform. Designer Cloud democratizes data analytics across the organization with an open and interactive cloud platform for a

    Users
    No information available
    Industries
    • Information Technology and Services
    • Hospital & Health Care
    Market Segment
    • 35% Enterprise
    • 35% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Alteryx Designer Cloud features and usability ratings that predict user satisfaction
    8.6
    Quality of Support
    Average: 8.8
    9.2
    Automation
    Average: 8.7
    8.8
    Identification
    Average: 8.8
    8.5
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,367 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,265 employees on LinkedIn®
    Ownership
    Private
Product Description
How are these determined?Information
This description is provided by the seller.

Designer Cloud powered by Trifacta is part of the Alteryx Analytics Cloud platform. Designer Cloud democratizes data analytics across the organization with an open and interactive cloud platform for a

Users
No information available
Industries
  • Information Technology and Services
  • Hospital & Health Care
Market Segment
  • 35% Enterprise
  • 35% Small-Business
Alteryx Designer Cloud features and usability ratings that predict user satisfaction
8.6
Quality of Support
Average: 8.8
9.2
Automation
Average: 8.7
8.8
Identification
Average: 8.8
8.5
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Alteryx
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,367 Twitter followers
LinkedIn® Page
www.linkedin.com
2,265 employees on LinkedIn®
Ownership
Private
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Most companies struggle to operationalize data governance and quality. Business teams don’t want to manually enforce rules, and engineers get buried in pipeline issues — eroding trust in data and slow

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 44% Mid-Market
    • 40% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Soda 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 Quality
    5
    Ease of Use
    5
    Flexibility
    3
    Customization
    2
    Documentation
    2
    Cons
    Limited Functionality
    4
    Data Management Issues
    2
    Dependency Issues
    2
    Limited Features
    2
    Limited Integration
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Soda features and usability ratings that predict user satisfaction
    8.7
    Quality of Support
    Average: 8.8
    8.6
    Automation
    Average: 8.7
    8.7
    Identification
    Average: 8.8
    7.7
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Soda
    Year Founded
    2018
    HQ Location
    Brussels, BE
    Twitter
    @sodadata
    910 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    111 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Most companies struggle to operationalize data governance and quality. Business teams don’t want to manually enforce rules, and engineers get buried in pipeline issues — eroding trust in data and slow

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 44% Mid-Market
  • 40% Enterprise
Soda 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 Quality
5
Ease of Use
5
Flexibility
3
Customization
2
Documentation
2
Cons
Limited Functionality
4
Data Management Issues
2
Dependency Issues
2
Limited Features
2
Limited Integration
2
Soda features and usability ratings that predict user satisfaction
8.7
Quality of Support
Average: 8.8
8.6
Automation
Average: 8.7
8.7
Identification
Average: 8.8
7.7
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Soda
Year Founded
2018
HQ Location
Brussels, BE
Twitter
@sodadata
910 Twitter followers
LinkedIn® Page
www.linkedin.com
111 employees on LinkedIn®