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Best Enterprise Data Preparation Software

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

(2,345)4.4 out of 5
2nd 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
    • 45% Enterprise
    • 34% 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 and business intelligence tool that allows users to connect to multiple data sources, manipulate large datasets, and create visualizations without extensive coding knowledge.
    • Reviewers appreciate Tableau's intuitive interface, interactive dashboards, robust analytics capabilities, and its ability to handle large data sources, as well as its seamless integration with various data sources and the flexibility to explore insights.
    • Users mentioned that Tableau has a steep learning curve, especially for beginners, and some advanced functionalities require knowledge of scripting or calculated fields, which can be challenging for non-technical users, and the pricing structure can be expensive for small businesses.
  • 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
    430
    Data Visualization
    395
    Visualization
    321
    Visualizations
    211
    Features
    201
    Cons
    Expensive
    140
    Learning Curve
    136
    Learning Difficulty
    112
    Data Management
    89
    Slow Performance
    89
  • 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: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1999
    HQ Location
    San Francisco, CA
    Twitter
    @salesforce
    582,924 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    78,543 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
  • 45% Enterprise
  • 34% 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 and business intelligence tool that allows users to connect to multiple data sources, manipulate large datasets, and create visualizations without extensive coding knowledge.
  • Reviewers appreciate Tableau's intuitive interface, interactive dashboards, robust analytics capabilities, and its ability to handle large data sources, as well as its seamless integration with various data sources and the flexibility to explore insights.
  • Users mentioned that Tableau has a steep learning curve, especially for beginners, and some advanced functionalities require knowledge of scripting or calculated fields, which can be challenging for non-technical users, and the pricing structure can be expensive for small businesses.
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
430
Data Visualization
395
Visualization
321
Visualizations
211
Features
201
Cons
Expensive
140
Learning Curve
136
Learning Difficulty
112
Data Management
89
Slow Performance
89
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: 8.8
Seller Details
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@salesforce
582,924 Twitter followers
LinkedIn® Page
www.linkedin.com
78,543 employees on LinkedIn®
(635)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 a tool that allows users to explore and manipulate data through a drag and drop interface, and can connect to various databases, spreadsheets, and cloud systems.
    • Reviewers like Alteryx's user-friendly interface, its ability to perform complex data transformations without coding, and its integration with other platforms for enhanced productivity and scalability in data analytics and business processes.
    • Reviewers mentioned that Alteryx can be costly for small enterprises, has limited visualization features, and can sometimes experience slow performance when handling large datasets.
  • 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
    144
    Automation
    58
    Intuitive
    54
    Easy Learning
    46
    Ease of Learning
    42
    Cons
    Learning Curve
    40
    Expensive
    34
    Learning Difficulty
    25
    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
    9.2
    Data Workflows
    Average: 8.7
    8.5
    Profiling and Classification
    Average: 8.4
    9.1
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Company Website
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,610 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,287 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 a tool that allows users to explore and manipulate data through a drag and drop interface, and can connect to various databases, spreadsheets, and cloud systems.
  • Reviewers like Alteryx's user-friendly interface, its ability to perform complex data transformations without coding, and its integration with other platforms for enhanced productivity and scalability in data analytics and business processes.
  • Reviewers mentioned that Alteryx can be costly for small enterprises, has limited visualization features, and can sometimes experience slow performance when handling large datasets.
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
144
Automation
58
Intuitive
54
Easy Learning
46
Ease of Learning
42
Cons
Learning Curve
40
Expensive
34
Learning Difficulty
25
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
9.2
Data Workflows
Average: 8.7
8.5
Profiling and Classification
Average: 8.4
9.1
Data Joining
Average: 8.8
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,610 Twitter followers
LinkedIn® Page
www.linkedin.com
2,287 employees on LinkedIn®

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(832)4.3 out of 5
Optimized for quick response
5th Easiest To Use in Data Preparation software
View top Consulting Services for Domo
Save to My Lists
  • 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 platform that provides data integration, analytics features, and visualization tools for business reporting and decision-making.
    • Reviewers appreciate Domo's seamless data integration from multiple sources, powerful analytics features, and the ability to create visual dashboards that provide real-time insights.
    • Reviewers mentioned that Domo has a steep learning curve for new users, some advanced features can be complex to navigate, and the pricing can be high for smaller teams or businesses.
  • 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
    139
    Data Visualization
    72
    Easy Integrations
    59
    Integrations
    54
    Insights
    52
    Cons
    Learning Curve
    49
    Data Management Issues
    33
    Missing Features
    33
    Expensive
    26
    Limited Customization
    22
  • 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
    3.3
    Data Workflows
    Average: 8.7
    0.0
    Profiling and Classification
    Average: 8.4
    6.7
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Domo
    Company Website
    Year Founded
    2010
    HQ Location
    American Fork, UT
    Twitter
    @Domotalk
    65,691 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,263 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 platform that provides data integration, analytics features, and visualization tools for business reporting and decision-making.
  • Reviewers appreciate Domo's seamless data integration from multiple sources, powerful analytics features, and the ability to create visual dashboards that provide real-time insights.
  • Reviewers mentioned that Domo has a steep learning curve for new users, some advanced features can be complex to navigate, and the pricing can be high for smaller teams or businesses.
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
139
Data Visualization
72
Easy Integrations
59
Integrations
54
Insights
52
Cons
Learning Curve
49
Data Management Issues
33
Missing Features
33
Expensive
26
Limited Customization
22
Domo features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
3.3
Data Workflows
Average: 8.7
0.0
Profiling and Classification
Average: 8.4
6.7
Data Joining
Average: 8.8
Seller Details
Seller
Domo
Company Website
Year Founded
2010
HQ Location
American Fork, UT
Twitter
@Domotalk
65,691 Twitter followers
LinkedIn® Page
www.linkedin.com
1,263 employees on LinkedIn®
(418)4.3 out of 5
9th 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
    • Biostatistician
    Industries
    • Pharmaceuticals
    • Banking
    Market Segment
    • 34% Enterprise
    • 32% 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.
    • SAS Viya is a data analysis software that integrates with open-source technologies and provides advanced analytics capabilities.
    • Users frequently mention the software's user-friendly interface, rapid data integration, analysis, and visualization capabilities, and its ability to work seamlessly with existing systems and workflows.
    • Users mentioned that SAS Viya can be expensive, has a steep learning curve, and lacks the flexibility of open-source tools for highly customized solutions.
  • 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
    273
    Features
    172
    Analytics
    138
    Data Analysis
    114
    Performance Efficiency
    110
    Cons
    Learning Curve
    118
    Learning Difficulty
    108
    Complexity
    102
    Difficult Learning
    84
    Expensive
    83
  • 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
    8.7
    Data Workflows
    Average: 8.7
    8.5
    Profiling and Classification
    Average: 8.4
    8.9
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    62,199 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17,268 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
  • Biostatistician
Industries
  • Pharmaceuticals
  • Banking
Market Segment
  • 34% Enterprise
  • 32% 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.
  • SAS Viya is a data analysis software that integrates with open-source technologies and provides advanced analytics capabilities.
  • Users frequently mention the software's user-friendly interface, rapid data integration, analysis, and visualization capabilities, and its ability to work seamlessly with existing systems and workflows.
  • Users mentioned that SAS Viya can be expensive, has a steep learning curve, and lacks the flexibility of open-source tools for highly customized solutions.
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
273
Features
172
Analytics
138
Data Analysis
114
Performance Efficiency
110
Cons
Learning Curve
118
Learning Difficulty
108
Complexity
102
Difficult Learning
84
Expensive
83
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
8.7
Data Workflows
Average: 8.7
8.5
Profiling and Classification
Average: 8.4
8.9
Data Joining
Average: 8.8
Seller Details
Company Website
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
62,199 Twitter followers
LinkedIn® Page
www.linkedin.com
17,268 employees on LinkedIn®
  • 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
    15
    Easy Integrations
    9
    Data Integration
    8
    Integrations
    8
    Simple
    8
    Cons
    Feature Limitations
    7
    Limited Functionality
    6
    Complexity
    4
    Data Limitations
    4
    Missing Features
    4
  • 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: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,233,435 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    136,383 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
15
Easy Integrations
9
Data Integration
8
Integrations
8
Simple
8
Cons
Feature Limitations
7
Limited Functionality
6
Complexity
4
Data Limitations
4
Missing Features
4
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: 8.8
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,233,435 Twitter followers
LinkedIn® Page
www.linkedin.com
136,383 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(218)4.6 out of 5
Optimized for quick response
12th 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
  • 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
    63
    Insights
    45
    Analytics
    36
    Intuitive
    33
    Data Visualization
    28
    Cons
    Limited Customization
    21
    Learning Curve
    16
    Expensive
    14
    Difficulty
    12
    Difficult Learning
    11
  • 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: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Visier
    Company Website
    Year Founded
    2010
    HQ Location
    Vancouver, British Columbia
    Twitter
    @visier
    6,303 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    557 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
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
63
Insights
45
Analytics
36
Intuitive
33
Data Visualization
28
Cons
Limited Customization
21
Learning Curve
16
Expensive
14
Difficulty
12
Difficult Learning
11
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: 8.8
Seller Details
Seller
Visier
Company Website
Year Founded
2010
HQ Location
Vancouver, British Columbia
Twitter
@visier
6,303 Twitter followers
LinkedIn® Page
www.linkedin.com
557 employees on LinkedIn®
  • 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
    2
    AI Integration
    2
    AI Modeling
    2
    AI Technology
    2
    Ease of Use
    2
    Cons
    Integration Issues
    1
    Limited Features
    1
    Limited Language Support
    1
    Limited Model Options
    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: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    709,653 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    317,108 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
2
AI Integration
2
AI Modeling
2
AI Technology
2
Ease of Use
2
Cons
Integration Issues
1
Limited Features
1
Limited Language Support
1
Limited Model Options
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: 8.8
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
709,653 Twitter followers
LinkedIn® Page
www.linkedin.com
317,108 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: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Incorta
    Company Website
    Year Founded
    2013
    HQ Location
    San Mateo, CA
    Twitter
    @incorta
    1,640 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    295 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: 8.8
Seller Details
Seller
Incorta
Company Website
Year Founded
2013
HQ Location
San Mateo, CA
Twitter
@incorta
1,640 Twitter followers
LinkedIn® Page
www.linkedin.com
295 employees on LinkedIn®
(269)4.5 out of 5
Optimized for quick response
4th 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
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    9.0
    Data Workflows
    Average: 8.7
    8.7
    Profiling and Classification
    Average: 8.4
    9.2
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2018
    HQ Location
    Boston, Massachusetts
    Twitter
    @TrustValidity
    1,155 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    276 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
8.8
Has the product been a good partner in doing business?
Average: 9.0
9.0
Data Workflows
Average: 8.7
8.7
Profiling and Classification
Average: 8.4
9.2
Data Joining
Average: 8.8
Seller Details
Company Website
Year Founded
2018
HQ Location
Boston, Massachusetts
Twitter
@TrustValidity
1,155 Twitter followers
LinkedIn® Page
www.linkedin.com
276 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
  • 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: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,610 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,287 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: 8.8
Seller Details
Seller
Alteryx
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,610 Twitter followers
LinkedIn® Page
www.linkedin.com
2,287 employees on LinkedIn®
Ownership
Private
(159)4.8 out of 5
7th Easiest To Use in Data Preparation software
View top Consulting Services for dbt
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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
    • 25% 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
    26
    Features
    20
    Transformation
    15
    Integrations
    11
    Analytics
    10
    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
    9.2
    Data Workflows
    Average: 8.7
    8.1
    Profiling and Classification
    Average: 8.4
    9.3
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    dbt Labs
    Company Website
    Year Founded
    2016
    HQ Location
    Philadelphia, US
    Twitter
    @getdbt
    13,106 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    535 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
  • 25% 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
26
Features
20
Transformation
15
Integrations
11
Analytics
10
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
9.2
Data Workflows
Average: 8.7
8.1
Profiling and Classification
Average: 8.4
9.3
Data Joining
Average: 8.8
Seller Details
Seller
dbt Labs
Company Website
Year Founded
2016
HQ Location
Philadelphia, US
Twitter
@getdbt
13,106 Twitter followers
LinkedIn® Page
www.linkedin.com
535 employees on LinkedIn®
(296)4.9 out of 5
11th 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 BI 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 BI 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
    452 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    76 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 BI 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 BI 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
452 Twitter followers
LinkedIn® Page
www.linkedin.com
76 employees on LinkedIn®
  • 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: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Altair
    Year Founded
    1985
    HQ Location
    Troy, MI
    Twitter
    @Altair_Inc
    7,333 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,102 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: 8.8
Seller Details
Seller
Altair
Year Founded
1985
HQ Location
Troy, MI
Twitter
@Altair_Inc
7,333 Twitter followers
LinkedIn® Page
www.linkedin.com
4,102 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 Suite 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
    Customer Support
    3
    Features
    3
    Performance Efficiency
    3
    Speed
    3
    Cons
    Coding Difficulty
    1
    Complexity
    1
    Complex Syntax
    1
    Confusing Syntax
    1
    Difficulty
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • TIMi Suite 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: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    TIMi SPRL
    Company Website
    Year Founded
    2007
    HQ Location
    Brussels
    Twitter
    @TIMiSuite
    3,671 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    71 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 Suite 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
Customer Support
3
Features
3
Performance Efficiency
3
Speed
3
Cons
Coding Difficulty
1
Complexity
1
Complex Syntax
1
Confusing Syntax
1
Difficulty
1
TIMi Suite 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: 8.8
Seller Details
Seller
TIMi SPRL
Company Website
Year Founded
2007
HQ Location
Brussels
Twitter
@TIMiSuite
3,671 Twitter followers
LinkedIn® Page
www.linkedin.com
71 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
    17,577 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3,610 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
17,577 Twitter followers
LinkedIn® Page
www.linkedin.com
3,610 employees on LinkedIn®
Ownership
NYSE: DGX