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Best Enterprise Data Preparation Software

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Products classified in the overall Data Preparation category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Data Preparation 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 Enterprise Business Data Preparation category.

In addition to qualifying for inclusion in the Data Preparation Software category, to qualify for inclusion in the Enterprise Business Data Preparation Software category, a product must have at least 10 reviews left by a reviewer from an enterprise 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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18 Listings in Enterprise Data Preparation Software Available

(2,746)4.4 out of 5
3rd Easiest To Use in Data Preparation software
View top Consulting Services for Tableau
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Entry Level Price:$15.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Tableau is the world’s leading AI-powered analytics platform. Offering a suite of analytics and business intelligence tools, Tableau turns trusted data into actionable insights so you can make better

    Users
    • Data Analyst
    • Business Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 44% Enterprise
    • 35% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Tableau is a data visualization tool that allows users to create interactive dashboards and reports from various data sources.
    • Reviewers like the ease of use, drag-and-drop functionality, wide range of data source compatibility, and the ability to create complex visualizations with multiple points of information.
    • Reviewers noted that Tableau has a high learning curve for beginners, performance issues with large data sets, and lacks an AI assistant for complex queries.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Tableau 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
    223
    Data Visualization
    218
    Visualization
    186
    Features
    136
    Intuitive
    117
    Cons
    Learning Curve
    97
    Learning Difficulty
    91
    Expensive
    82
    Slow Performance
    55
    Difficulty
    47
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Tableau features and usability ratings that predict user satisfaction
    8.5
    Has the product been a good partner in doing business?
    Average: 9.0
    8.4
    Data Workflows
    Average: 8.7
    8.1
    Profiling and Classification
    Average: 8.4
    8.4
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1999
    HQ Location
    San Francisco, CA
    Twitter
    @salesforce
    583,254 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    78,342 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Tableau is the world’s leading AI-powered analytics platform. Offering a suite of analytics and business intelligence tools, Tableau turns trusted data into actionable insights so you can make better

Users
  • Data Analyst
  • Business Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 44% Enterprise
  • 35% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Tableau is a data visualization tool that allows users to create interactive dashboards and reports from various data sources.
  • Reviewers like the ease of use, drag-and-drop functionality, wide range of data source compatibility, and the ability to create complex visualizations with multiple points of information.
  • Reviewers noted that Tableau has a high learning curve for beginners, performance issues with large data sets, and lacks an AI assistant for complex queries.
Tableau 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
223
Data Visualization
218
Visualization
186
Features
136
Intuitive
117
Cons
Learning Curve
97
Learning Difficulty
91
Expensive
82
Slow Performance
55
Difficulty
47
Tableau features and usability ratings that predict user satisfaction
8.5
Has the product been a good partner in doing business?
Average: 9.0
8.4
Data Workflows
Average: 8.7
8.1
Profiling and Classification
Average: 8.4
8.4
Data Joining
Average: 8.6
Seller Details
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@salesforce
583,254 Twitter followers
LinkedIn® Page
www.linkedin.com
78,342 employees on LinkedIn®
(637)4.6 out of 5
Optimized for quick response
1st Easiest To Use in Data Preparation software
View top Consulting Services for Alteryx
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The Alteryx AI Platform for Enterprise Analytics offers integrated generative and conversational AI, data preparation, advanced analytics, and automated reporting capabilities. The platform is powered

    Users
    • Data Analyst
    • Consultant
    Industries
    • Financial Services
    • Accounting
    Market Segment
    • 64% Enterprise
    • 22% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Alteryx is an analysis tool that is used to explore and manipulate data, connect to various databases, and automate workflows.
    • Users frequently mention the tool's user-friendly interface, its ability to connect to different databases and cloud systems, and its data blending capability from multiple sources.
    • Users reported that the tool is costly for small enterprises, has limited visualization features, and sometimes causes workflow slowdown when handling large real-time transactions.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Alteryx 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
    142
    Automation
    55
    Intuitive
    51
    Easy Learning
    44
    Ease of Learning
    42
    Cons
    Learning Curve
    40
    Expensive
    33
    Learning Difficulty
    26
    Complexity
    18
    Missing Features
    17
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Alteryx features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 9.0
    9.3
    Data Workflows
    Average: 8.7
    8.5
    Profiling and Classification
    Average: 8.4
    9.1
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Company Website
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,492 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,323 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

The Alteryx AI Platform for Enterprise Analytics offers integrated generative and conversational AI, data preparation, advanced analytics, and automated reporting capabilities. The platform is powered

Users
  • Data Analyst
  • Consultant
Industries
  • Financial Services
  • Accounting
Market Segment
  • 64% Enterprise
  • 22% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Alteryx is an analysis tool that is used to explore and manipulate data, connect to various databases, and automate workflows.
  • Users frequently mention the tool's user-friendly interface, its ability to connect to different databases and cloud systems, and its data blending capability from multiple sources.
  • Users reported that the tool is costly for small enterprises, has limited visualization features, and sometimes causes workflow slowdown when handling large real-time transactions.
Alteryx 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
142
Automation
55
Intuitive
51
Easy Learning
44
Ease of Learning
42
Cons
Learning Curve
40
Expensive
33
Learning Difficulty
26
Complexity
18
Missing Features
17
Alteryx features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 9.0
9.3
Data Workflows
Average: 8.7
8.5
Profiling and Classification
Average: 8.4
9.1
Data Joining
Average: 8.6
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,492 Twitter followers
LinkedIn® Page
www.linkedin.com
2,323 employees on LinkedIn®

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(481)4.3 out of 5
8th Easiest To Use in Data Preparation software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Organizations face increasing demands for high-powered analytics that produce fast, trustworthy results. Whether it’s providing teams of data scientists with advanced machine learning capabilities or

    Users
    • Statistical Programmer
    • Data Analyst
    Industries
    • Pharmaceuticals
    • Banking
    Market Segment
    • 35% Enterprise
    • 32% Small-Business
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • SAS Viya is a data analytics platform that allows users to develop, visualize, and model data in a single, intuitive platform.
    • Reviewers appreciate the software's flexibility, its ability to handle large data sets, its integration with open-source technologies, and its user-friendly interface that requires little to no coding.
    • Reviewers noted that the platform can be complex for new users, its data preparation features are limited, the pricing can be vague, and the process to upload and read-in data could be easier.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SAS Viya 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
    185
    Features
    132
    Analytics
    110
    Data Analysis
    85
    Performance Efficiency
    83
    Cons
    Learning Curve
    86
    Learning Difficulty
    83
    Complexity
    79
    Expensive
    64
    Difficult Learning
    63
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Viya features and usability ratings that predict user satisfaction
    8.0
    Has the product been a good partner in doing business?
    Average: 9.0
    8.5
    Data Workflows
    Average: 8.7
    8.4
    Profiling and Classification
    Average: 8.4
    8.8
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,921 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17,528 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Organizations face increasing demands for high-powered analytics that produce fast, trustworthy results. Whether it’s providing teams of data scientists with advanced machine learning capabilities or

Users
  • Statistical Programmer
  • Data Analyst
Industries
  • Pharmaceuticals
  • Banking
Market Segment
  • 35% Enterprise
  • 32% Small-Business
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • SAS Viya is a data analytics platform that allows users to develop, visualize, and model data in a single, intuitive platform.
  • Reviewers appreciate the software's flexibility, its ability to handle large data sets, its integration with open-source technologies, and its user-friendly interface that requires little to no coding.
  • Reviewers noted that the platform can be complex for new users, its data preparation features are limited, the pricing can be vague, and the process to upload and read-in data could be easier.
SAS Viya 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
185
Features
132
Analytics
110
Data Analysis
85
Performance Efficiency
83
Cons
Learning Curve
86
Learning Difficulty
83
Complexity
79
Expensive
64
Difficult Learning
63
SAS Viya features and usability ratings that predict user satisfaction
8.0
Has the product been a good partner in doing business?
Average: 9.0
8.5
Data Workflows
Average: 8.7
8.4
Profiling and Classification
Average: 8.4
8.8
Data Joining
Average: 8.6
Seller Details
Company Website
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,921 Twitter followers
LinkedIn® Page
www.linkedin.com
17,528 employees on LinkedIn®
(861)4.3 out of 5
Optimized for quick response
5th Easiest To Use in Data Preparation software
View top Consulting Services for Domo
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and g

    Users
    • Data Analyst
    • Business Analyst
    Industries
    • Computer Software
    • Marketing and Advertising
    Market Segment
    • 50% Mid-Market
    • 29% Enterprise
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Domo is a data visualization and business intelligence tool that allows users to connect, transform, visualize, and share data across various platforms.
    • Reviewers like Domo's user-friendly interface, its ability to handle large amounts of data from multiple sources, and its robust features such as automated reporting, real-time data processing, and customizable dashboards.
    • Reviewers noted some limitations in Domo's visualization options, occasional slow performance with large data sets, difficulties in finding specific features or information, and concerns about the cost structure and pricing model.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Domo 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
    146
    Data Visualization
    75
    Easy Integrations
    65
    Integrations
    58
    Insights
    55
    Cons
    Learning Curve
    50
    Missing Features
    36
    Data Management Issues
    34
    Expensive
    28
    Limited Customization
    24
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Domo features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.0
    5.0
    Data Workflows
    Average: 8.7
    4.7
    Profiling and Classification
    Average: 8.4
    7.0
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Domo
    Company Website
    Year Founded
    2010
    HQ Location
    American Fork, UT
    Twitter
    @Domotalk
    65,275 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,247 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and g

Users
  • Data Analyst
  • Business Analyst
Industries
  • Computer Software
  • Marketing and Advertising
Market Segment
  • 50% Mid-Market
  • 29% Enterprise
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Domo is a data visualization and business intelligence tool that allows users to connect, transform, visualize, and share data across various platforms.
  • Reviewers like Domo's user-friendly interface, its ability to handle large amounts of data from multiple sources, and its robust features such as automated reporting, real-time data processing, and customizable dashboards.
  • Reviewers noted some limitations in Domo's visualization options, occasional slow performance with large data sets, difficulties in finding specific features or information, and concerns about the cost structure and pricing model.
Domo 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
146
Data Visualization
75
Easy Integrations
65
Integrations
58
Insights
55
Cons
Learning Curve
50
Missing Features
36
Data Management Issues
34
Expensive
28
Limited Customization
24
Domo features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
5.0
Data Workflows
Average: 8.7
4.7
Profiling and Classification
Average: 8.4
7.0
Data Joining
Average: 8.6
Seller Details
Seller
Domo
Company Website
Year Founded
2010
HQ Location
American Fork, UT
Twitter
@Domotalk
65,275 Twitter followers
LinkedIn® Page
www.linkedin.com
1,247 employees on LinkedIn®
(219)4.6 out of 5
14th Easiest To Use in Data Preparation software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Visier gives organizations a Workforce AI Edge: a set of AI-powered capabilities that help leaders understand the relationship between people and work, elevate employee productivity, and win by adapti

    Users
    No information available
    Industries
    • Hospital & Health Care
    • Information Technology and Services
    Market Segment
    • 82% Enterprise
    • 17% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Visier is a people analytics platform that provides capabilities for workforce planning, talent insights, and organizational decision-making, connecting multiple data sources and delivering visualizations.
    • Reviewers appreciate Visier's ability to connect data from disparate platforms, its user-friendly interface, the ease of creating visualizations, and the excellent customer support provided.
    • Users experienced limitations in customization options, a steep learning curve for new users, a lack of flexibility compared to other tools, and found the cost to be a prohibitive concern.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Visier 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
    78
    Insights
    56
    Analytics
    49
    Intuitive
    43
    Data Visualization
    36
    Cons
    Limited Customization
    25
    Learning Curve
    22
    Expensive
    19
    Difficult Learning
    14
    Missing Features
    14
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Visier features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 9.0
    7.5
    Data Workflows
    Average: 8.7
    7.7
    Profiling and Classification
    Average: 8.4
    6.7
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Visier
    Year Founded
    2010
    HQ Location
    Vancouver, British Columbia
    Twitter
    @visier
    6,266 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    571 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Visier gives organizations a Workforce AI Edge: a set of AI-powered capabilities that help leaders understand the relationship between people and work, elevate employee productivity, and win by adapti

Users
No information available
Industries
  • Hospital & Health Care
  • Information Technology and Services
Market Segment
  • 82% Enterprise
  • 17% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Visier is a people analytics platform that provides capabilities for workforce planning, talent insights, and organizational decision-making, connecting multiple data sources and delivering visualizations.
  • Reviewers appreciate Visier's ability to connect data from disparate platforms, its user-friendly interface, the ease of creating visualizations, and the excellent customer support provided.
  • Users experienced limitations in customization options, a steep learning curve for new users, a lack of flexibility compared to other tools, and found the cost to be a prohibitive concern.
Visier 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
78
Insights
56
Analytics
49
Intuitive
43
Data Visualization
36
Cons
Limited Customization
25
Learning Curve
22
Expensive
19
Difficult Learning
14
Missing Features
14
Visier features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 9.0
7.5
Data Workflows
Average: 8.7
7.7
Profiling and Classification
Average: 8.4
6.7
Data Joining
Average: 8.6
Seller Details
Seller
Visier
Year Founded
2010
HQ Location
Vancouver, British Columbia
Twitter
@visier
6,266 Twitter followers
LinkedIn® Page
www.linkedin.com
571 employees on LinkedIn®
(194)4.3 out of 5
17th Easiest To Use in Data Preparation software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and app

    Users
    • Data Engineer
    • DevOps Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Enterprise
    • 28% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • AWS Glue 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
    8
    Data Integration
    5
    Easy Integrations
    5
    Integration Efficiency
    5
    Integrations
    5
    Cons
    Missing Features
    4
    Data Limitations
    3
    Feature Limitations
    3
    Lack of Features
    3
    Limited Functionality
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AWS Glue features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    8.3
    Data Workflows
    Average: 8.7
    8.3
    Profiling and Classification
    Average: 8.4
    8.8
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,229,471 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,150 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and app

Users
  • Data Engineer
  • DevOps Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Enterprise
  • 28% Mid-Market
AWS Glue 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
8
Data Integration
5
Easy Integrations
5
Integration Efficiency
5
Integrations
5
Cons
Missing Features
4
Data Limitations
3
Feature Limitations
3
Lack of Features
3
Limited Functionality
3
AWS Glue features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
8.3
Data Workflows
Average: 8.7
8.3
Profiling and Classification
Average: 8.4
8.8
Data Joining
Average: 8.6
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,229,471 Twitter followers
LinkedIn® Page
www.linkedin.com
143,150 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(165)4.2 out of 5
20th Easiest To Use in Data Preparation software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IBM Watson Studio on IBM Cloud Pak for Data is a leading data science and machine learning solution that helps enterprises accelerate AI-powered digital transformation. It allows businesses to scale t

    Users
    • Software Engineer
    • CEO
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 50% Enterprise
    • 30% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM Watson Studio 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
    AI Capabilities
    4
    AI Integration
    4
    AI Modeling
    4
    AI Technology
    4
    Ease of Use
    4
    Cons
    Learning Curve
    2
    Steep Learning Curve
    2
    Cost
    1
    Difficulty in Adjustments
    1
    Expensive
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM Watson Studio features and usability ratings that predict user satisfaction
    8.0
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.7
    9.0
    Profiling and Classification
    Average: 8.4
    9.1
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    709,764 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    331,391 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

IBM Watson Studio on IBM Cloud Pak for Data is a leading data science and machine learning solution that helps enterprises accelerate AI-powered digital transformation. It allows businesses to scale t

Users
  • Software Engineer
  • CEO
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 50% Enterprise
  • 30% Small-Business
IBM Watson Studio 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
AI Capabilities
4
AI Integration
4
AI Modeling
4
AI Technology
4
Ease of Use
4
Cons
Learning Curve
2
Steep Learning Curve
2
Cost
1
Difficulty in Adjustments
1
Expensive
1
IBM Watson Studio features and usability ratings that predict user satisfaction
8.0
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.7
9.0
Profiling and Classification
Average: 8.4
9.1
Data Joining
Average: 8.6
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
709,764 Twitter followers
LinkedIn® Page
www.linkedin.com
331,391 employees on LinkedIn®
Ownership
SWX:IBM
(57)4.4 out of 5
Optimized for quick response
6th Easiest To Use in Data Preparation software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Incorta is the first and only open data delivery platform that enables real-time analysis of live, detailed data across all systems of record—without the need for complex ETL processes. By enabling di

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 58% Enterprise
    • 28% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Incorta 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 Integration
    2
    Ease of Use
    2
    Easy Integrations
    2
    Performance
    2
    Speed
    2
    Cons
    Slow Performance
    2
    Bugs
    1
    Data Inaccuracy
    1
    Data Management Issues
    1
    Slow Data Loading
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Incorta features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 9.0
    8.7
    Data Workflows
    Average: 8.7
    8.6
    Profiling and Classification
    Average: 8.4
    8.6
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Incorta
    Company Website
    Year Founded
    2013
    HQ Location
    San Mateo, CA
    Twitter
    @incorta
    1,664 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    301 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Incorta is the first and only open data delivery platform that enables real-time analysis of live, detailed data across all systems of record—without the need for complex ETL processes. By enabling di

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 58% Enterprise
  • 28% Mid-Market
Incorta 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 Integration
2
Ease of Use
2
Easy Integrations
2
Performance
2
Speed
2
Cons
Slow Performance
2
Bugs
1
Data Inaccuracy
1
Data Management Issues
1
Slow Data Loading
1
Incorta features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.0
8.7
Data Workflows
Average: 8.7
8.6
Profiling and Classification
Average: 8.4
8.6
Data Joining
Average: 8.6
Seller Details
Seller
Incorta
Company Website
Year Founded
2013
HQ Location
San Mateo, CA
Twitter
@incorta
1,664 Twitter followers
LinkedIn® Page
www.linkedin.com
301 employees on LinkedIn®
(271)4.5 out of 5
Optimized for quick response
2nd Easiest To Use in Data Preparation software
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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.

    DemandTools is the secure data quality platform that ensures your data remains your most valuable asset. With DemandTools, you manage your CRM data in minutes, not months, so you always have accura

    Users
    • Salesforce Administrator
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 49% Mid-Market
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DemandTools 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
    20
    Time-saving
    10
    Customer Support
    6
    Features
    6
    Automation
    4
    Cons
    Expensive
    3
    Learning Curve
    3
    Learning Difficulty
    2
    Limited Functionality
    2
    Missing Features
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DemandTools features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 9.0
    9.0
    Data Workflows
    Average: 8.7
    8.8
    Profiling and Classification
    Average: 8.4
    9.2
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2018
    HQ Location
    Boston, Massachusetts
    Twitter
    @TrustValidity
    1,152 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    320 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DemandTools is the secure data quality platform that ensures your data remains your most valuable asset. With DemandTools, you manage your CRM data in minutes, not months, so you always have accura

Users
  • Salesforce Administrator
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 49% Mid-Market
  • 33% Enterprise
DemandTools 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
20
Time-saving
10
Customer Support
6
Features
6
Automation
4
Cons
Expensive
3
Learning Curve
3
Learning Difficulty
2
Limited Functionality
2
Missing Features
2
DemandTools features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 9.0
9.0
Data Workflows
Average: 8.7
8.8
Profiling and Classification
Average: 8.4
9.2
Data Joining
Average: 8.6
Seller Details
Company Website
Year Founded
2018
HQ Location
Boston, Massachusetts
Twitter
@TrustValidity
1,152 Twitter followers
LinkedIn® Page
www.linkedin.com
320 employees on LinkedIn®
(165)4.4 out of 5
19th Easiest To Use in Data Preparation software
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  • 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
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Designer Cloud 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
    Connectivity
    2
    Connectors Quantity
    2
    Ease of Use
    2
    Features
    2
    Flexibility
    2
    Cons
    Limited Functionality
    3
    Limitations
    2
    Missing Features
    2
    Expensive
    1
    Lack of Functionality
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Designer Cloud features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    8.6
    Data Workflows
    Average: 8.7
    8.4
    Profiling and Classification
    Average: 8.4
    8.8
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,492 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,323 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
Designer Cloud 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
Connectivity
2
Connectors Quantity
2
Ease of Use
2
Features
2
Flexibility
2
Cons
Limited Functionality
3
Limitations
2
Missing Features
2
Expensive
1
Lack of Functionality
1
Designer Cloud features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
8.6
Data Workflows
Average: 8.7
8.4
Profiling and Classification
Average: 8.4
8.8
Data Joining
Average: 8.6
Seller Details
Seller
Alteryx
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,492 Twitter followers
LinkedIn® Page
www.linkedin.com
2,323 employees on LinkedIn®
Ownership
Private
(170)4.8 out of 5
7th Easiest To Use in Data Preparation software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    dbt is a transformation workflow that lets data teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documenta

    Users
    • Analytics Engineer
    • Data Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 59% Mid-Market
    • 24% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • dbt 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
    29
    Features
    21
    Transformation
    16
    Easy Integrations
    12
    Integrations
    12
    Cons
    Feature Limitations
    9
    Missing Features
    8
    Learning Curve
    7
    Learning Difficulty
    7
    Limited Functionality
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • dbt features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    9.3
    Data Workflows
    Average: 8.7
    8.0
    Profiling and Classification
    Average: 8.4
    9.1
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    dbt Labs
    Company Website
    Year Founded
    2016
    HQ Location
    Philadelphia, US
    Twitter
    @getdbt
    13,458 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    837 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

dbt is a transformation workflow that lets data teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documenta

Users
  • Analytics Engineer
  • Data Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 59% Mid-Market
  • 24% Small-Business
dbt 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
29
Features
21
Transformation
16
Easy Integrations
12
Integrations
12
Cons
Feature Limitations
9
Missing Features
8
Learning Curve
7
Learning Difficulty
7
Limited Functionality
6
dbt features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
9.3
Data Workflows
Average: 8.7
8.0
Profiling and Classification
Average: 8.4
9.1
Data Joining
Average: 8.6
Seller Details
Seller
dbt Labs
Company Website
Year Founded
2016
HQ Location
Philadelphia, US
Twitter
@getdbt
13,458 Twitter followers
LinkedIn® Page
www.linkedin.com
837 employees on LinkedIn®
(296)4.9 out of 5
12th Easiest To Use in Data Preparation software
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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.

    OWOX BI is a leading data democratization platform. * Democratization is about zero learning curve: control for data teams, freedom to business users, a well-known interface & decision-making cul

    Users
    • Chief Marketing Officer
    • CEO
    Industries
    • Marketing and Advertising
    • Information Technology and Services
    Market Segment
    • 48% Small-Business
    • 43% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • OWOX 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
    21
    Helpful
    15
    Data Management
    14
    Customer Support
    13
    Analytics
    7
    Cons
    Data Management Issues
    4
    Error Handling
    3
    Expensive
    2
    Integration Issues
    2
    Lack of Information
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • OWOX features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    OWOX
    Year Founded
    2002
    HQ Location
    WALNUT, California
    Twitter
    @owox
    444 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    78 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

OWOX BI is a leading data democratization platform. * Democratization is about zero learning curve: control for data teams, freedom to business users, a well-known interface & decision-making cul

Users
  • Chief Marketing Officer
  • CEO
Industries
  • Marketing and Advertising
  • Information Technology and Services
Market Segment
  • 48% Small-Business
  • 43% Mid-Market
OWOX 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
21
Helpful
15
Data Management
14
Customer Support
13
Analytics
7
Cons
Data Management Issues
4
Error Handling
3
Expensive
2
Integration Issues
2
Lack of Information
2
OWOX features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
OWOX
Year Founded
2002
HQ Location
WALNUT, California
Twitter
@owox
444 Twitter followers
LinkedIn® Page
www.linkedin.com
78 employees on LinkedIn®
(92)4.5 out of 5
21st Easiest To Use in Data Preparation software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    An industry leader with over 30 years of experience in data discovery and transformation, Altair Monarch offers the fastest and easiest way to extract data from any source. Simple to construct workflo

    Users
    No information available
    Industries
    • Financial Services
    • Hospital & Health Care
    Market Segment
    • 54% Enterprise
    • 27% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Altair Monarch features and usability ratings that predict user satisfaction
    8.4
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.7
    9.0
    Profiling and Classification
    Average: 8.4
    9.1
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Altair
    Year Founded
    1985
    HQ Location
    Troy, MI
    Twitter
    @Altair_Inc
    7,294 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,269 employees on LinkedIn®
    Ownership
    NASDAQ:ALTR
Product Description
How are these determined?Information
This description is provided by the seller.

An industry leader with over 30 years of experience in data discovery and transformation, Altair Monarch offers the fastest and easiest way to extract data from any source. Simple to construct workflo

Users
No information available
Industries
  • Financial Services
  • Hospital & Health Care
Market Segment
  • 54% Enterprise
  • 27% Mid-Market
Altair Monarch features and usability ratings that predict user satisfaction
8.4
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.7
9.0
Profiling and Classification
Average: 8.4
9.1
Data Joining
Average: 8.6
Seller Details
Seller
Altair
Year Founded
1985
HQ Location
Troy, MI
Twitter
@Altair_Inc
7,294 Twitter followers
LinkedIn® Page
www.linkedin.com
4,269 employees on LinkedIn®
Ownership
NASDAQ:ALTR
(70)4.9 out of 5
13th Easiest To Use in Data Preparation 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.

    TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analyt

    Users
    No information available
    Industries
    • Information Technology and Services
    • Banking
    Market Segment
    • 39% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • TIMi 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
    3
    Ease of Use
    3
    Features
    3
    Community Support
    2
    Efficiency
    2
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • TIMi features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.7
    8.8
    Profiling and Classification
    Average: 8.4
    9.4
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    TIMi SPRL
    Company Website
    Year Founded
    2007
    HQ Location
    Brussels
    Twitter
    @TIMiSuite
    3,652 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    75 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analyt

Users
No information available
Industries
  • Information Technology and Services
  • Banking
Market Segment
  • 39% Small-Business
  • 33% Enterprise
TIMi 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
3
Ease of Use
3
Features
3
Community Support
2
Efficiency
2
Cons
This product has not yet received any negative sentiments.
TIMi features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.7
8.8
Profiling and Classification
Average: 8.4
9.4
Data Joining
Average: 8.6
Seller Details
Seller
TIMi SPRL
Company Website
Year Founded
2007
HQ Location
Brussels
Twitter
@TIMiSuite
3,652 Twitter followers
LinkedIn® Page
www.linkedin.com
75 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Seamlessly access more than 50 data sources both on premises and in the cloud and switch between these data sources with near-zero transition times. Connect, query and prepare data for faster busines

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 62% Enterprise
    • 33% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Toad Data Point features and usability ratings that predict user satisfaction
    7.1
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1987
    HQ Location
    Aliso Viejo, CA
    Twitter
    @Quest
    17,410 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3,665 employees on LinkedIn®
    Ownership
    NYSE: DGX
Product Description
How are these determined?Information
This description is provided by the seller.

Seamlessly access more than 50 data sources both on premises and in the cloud and switch between these data sources with near-zero transition times. Connect, query and prepare data for faster busines

Users
No information available
Industries
No information available
Market Segment
  • 62% Enterprise
  • 33% Mid-Market
Toad Data Point features and usability ratings that predict user satisfaction
7.1
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
1987
HQ Location
Aliso Viejo, CA
Twitter
@Quest
17,410 Twitter followers
LinkedIn® Page
www.linkedin.com
3,665 employees on LinkedIn®
Ownership
NYSE: DGX
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Detect and resolve your data issues faster than ever with Databand. The only continuous data observability platform that catches bad data before it impacts your business. Book a demo today --> ht

    Users
    • Software Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 43% Mid-Market
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM Databand 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
    8
    Data Quality
    6
    Problem Solving
    5
    Alerting System
    4
    Anomaly Detection
    4
    Cons
    Learning Difficulty
    5
    Complexity
    3
    Limited Features
    3
    UX Improvement
    3
    Expensive
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM Databand features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.0
    8.8
    Data Workflows
    Average: 8.7
    8.3
    Profiling and Classification
    Average: 8.4
    8.8
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    709,764 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    331,391 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

Detect and resolve your data issues faster than ever with Databand. The only continuous data observability platform that catches bad data before it impacts your business. Book a demo today --> ht

Users
  • Software Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 43% Mid-Market
  • 33% Enterprise
IBM Databand 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
8
Data Quality
6
Problem Solving
5
Alerting System
4
Anomaly Detection
4
Cons
Learning Difficulty
5
Complexity
3
Limited Features
3
UX Improvement
3
Expensive
2
IBM Databand features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.0
8.8
Data Workflows
Average: 8.7
8.3
Profiling and Classification
Average: 8.4
8.8
Data Joining
Average: 8.6
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
709,764 Twitter followers
LinkedIn® Page
www.linkedin.com
331,391 employees on LinkedIn®
Ownership
SWX:IBM
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Datameer revolutionizes data transformation with a low-code approach, trusted by top global enterprises. Craft, transform, and publish data seamlessly with no code and SQL, simplifying complex data en

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 63% Enterprise
    • 21% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Datameer features and usability ratings that predict user satisfaction
    8.5
    Has the product been a good partner in doing business?
    Average: 9.0
    7.7
    Data Workflows
    Average: 8.7
    8.3
    Profiling and Classification
    Average: 8.4
    9.0
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Datameer
    Year Founded
    2009
    HQ Location
    San Francisco, CA
    Twitter
    @datameer
    11,413 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    160 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Datameer revolutionizes data transformation with a low-code approach, trusted by top global enterprises. Craft, transform, and publish data seamlessly with no code and SQL, simplifying complex data en

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 63% Enterprise
  • 21% Mid-Market
Datameer features and usability ratings that predict user satisfaction
8.5
Has the product been a good partner in doing business?
Average: 9.0
7.7
Data Workflows
Average: 8.7
8.3
Profiling and Classification
Average: 8.4
9.0
Data Joining
Average: 8.6
Seller Details
Seller
Datameer
Year Founded
2009
HQ Location
San Francisco, CA
Twitter
@datameer
11,413 Twitter followers
LinkedIn® Page
www.linkedin.com
160 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Coginiti is a SQL-first collaborative data operations platform that empowers teams to build, publish, and consume quality data products, streamlining the data analytics lifecycle from inception to ins

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 66% Enterprise
    • 28% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Coginiti 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
    3
    Efficiency Improvement
    3
    Customer Support
    2
    Data Management
    2
    Easy Setup
    2
    Cons
    Poor Documentation
    2
    Search Functionality
    2
    Limited Customization
    1
    Slow Performance
    1
    Training Required
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Coginiti features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Coginiti
    Year Founded
    2020
    HQ Location
    Atlanta , GA
    Twitter
    @coginiti
    70 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    29 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Coginiti is a SQL-first collaborative data operations platform that empowers teams to build, publish, and consume quality data products, streamlining the data analytics lifecycle from inception to ins

Users
No information available
Industries
No information available
Market Segment
  • 66% Enterprise
  • 28% Mid-Market
Coginiti 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
3
Efficiency Improvement
3
Customer Support
2
Data Management
2
Easy Setup
2
Cons
Poor Documentation
2
Search Functionality
2
Limited Customization
1
Slow Performance
1
Training Required
1
Coginiti features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Coginiti
Year Founded
2020
HQ Location
Atlanta , GA
Twitter
@coginiti
70 Twitter followers
LinkedIn® Page
www.linkedin.com
29 employees on LinkedIn®