Best Machine Learning Software for Small Business - Page 2

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

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

In addition to qualifying for inclusion in the Machine Learning Software category, to qualify for inclusion in the Small Business Machine Learning Software category, a product must have at least 10 reviews left by a reviewer from a small business.

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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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20 Listings in Small Business Machine Learning Available

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    G2 Score
Alteryx
(671)4.6 out of 5
Optimized for quick response
View top Consulting Services for Alteryx
Entry Level Price:$3,000.00
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

    Users
    • Data Analyst
    • Consultant
    Industries
    • Financial Services
    • Accounting
    Market Segment
    • 62% 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 data science and analytics platform that allows users to prepare, clean, manipulate, and analyze data through a drag and drop interface.
    • Reviewers frequently mention the platform's ability to automate repetitive tasks, handle large datasets, and streamline data processes, allowing teams to focus more on insights rather than data wrangling.
    • Reviewers noted that the pricing is on the higher side, performance can slow down with very large workflows, and there are issues with data type mismatches and software crashes.
  • 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
    333
    Automation
    148
    Intuitive
    132
    Easy Learning
    102
    Efficiency
    102
    Cons
    Expensive
    88
    Learning Curve
    80
    Missing Features
    62
    Learning Difficulty
    55
    Slow Performance
    41
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Alteryx features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 8.7
    8.7
    Ease of Use
    Average: 8.4
    8.5
    Quality of Support
    Average: 8.4
    8.3
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Alteryx
    Company Website
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,245 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,265 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

Users
  • Data Analyst
  • Consultant
Industries
  • Financial Services
  • Accounting
Market Segment
  • 62% 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 data science and analytics platform that allows users to prepare, clean, manipulate, and analyze data through a drag and drop interface.
  • Reviewers frequently mention the platform's ability to automate repetitive tasks, handle large datasets, and streamline data processes, allowing teams to focus more on insights rather than data wrangling.
  • Reviewers noted that the pricing is on the higher side, performance can slow down with very large workflows, and there are issues with data type mismatches and software crashes.
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
333
Automation
148
Intuitive
132
Easy Learning
102
Efficiency
102
Cons
Expensive
88
Learning Curve
80
Missing Features
62
Learning Difficulty
55
Slow Performance
41
View All Pros and Cons
Alteryx features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 8.7
8.7
Ease of Use
Average: 8.4
8.5
Quality of Support
Average: 8.4
8.3
Ease of Admin
Average: 8.5
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,245 Twitter followers
LinkedIn® Page
www.linkedin.com
2,265 employees on LinkedIn®
Automation Anywhere Agentic Process Automation
(5,548)4.5 out of 5
View top Consulting Services for Automation Anywhere Agentic Process Automation
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Automation Anywhere is the global leader in Agentic Process Automation (APA), transforming how organizations put AI to work. Our platform combines specialized AI agents, generative AI, and end-to-end

    Users
    • RPA Developer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 59% Enterprise
    • 23% 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.
    • Automation Anywhere is a tool that automates redundant tasks, reducing manual work and making processes smoother.
    • Users like that Automation Anywhere is user-friendly, with a drag-and-drop interface that makes building bots accessible to everyone, and it handles large bot fleets and high-volume processes well.
    • Users reported that Automation Anywhere can be expensive for small businesses, has a steep learning curve for complex logic, and its licensing can be confusing and expensive.
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Automation Anywhere Agentic Process Automation 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
    84
    Automation
    71
    Efficiency
    43
    Automation Ease
    42
    User Interface
    42
    Cons
    Expensive
    28
    Learning Curve
    27
    Missing Features
    25
    Software Bugs
    22
    Bot Issues
    20
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Automation Anywhere Agentic Process Automation features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 8.7
    8.9
    Ease of Use
    Average: 8.4
    8.7
    Quality of Support
    Average: 8.4
    8.4
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Automation Anywhere
    Company Website
    Year Founded
    2003
    HQ Location
    San Jose, CA
    Twitter
    @AutomationAnywh
    55,240 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3,871 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Automation Anywhere is the global leader in Agentic Process Automation (APA), transforming how organizations put AI to work. Our platform combines specialized AI agents, generative AI, and end-to-end

Users
  • RPA Developer
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 59% Enterprise
  • 23% 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.
  • Automation Anywhere is a tool that automates redundant tasks, reducing manual work and making processes smoother.
  • Users like that Automation Anywhere is user-friendly, with a drag-and-drop interface that makes building bots accessible to everyone, and it handles large bot fleets and high-volume processes well.
  • Users reported that Automation Anywhere can be expensive for small businesses, has a steep learning curve for complex logic, and its licensing can be confusing and expensive.
Automation Anywhere Agentic Process Automation 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
84
Automation
71
Efficiency
43
Automation Ease
42
User Interface
42
Cons
Expensive
28
Learning Curve
27
Missing Features
25
Software Bugs
22
Bot Issues
20
View All Pros and Cons
Automation Anywhere Agentic Process Automation features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 8.7
8.9
Ease of Use
Average: 8.4
8.7
Quality of Support
Average: 8.4
8.4
Ease of Admin
Average: 8.5
Seller Details
Seller
Automation Anywhere
Company Website
Year Founded
2003
HQ Location
San Jose, CA
Twitter
@AutomationAnywh
55,240 Twitter followers
LinkedIn® Page
www.linkedin.com
3,871 employees on LinkedIn®
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SAS Model Manager
(68)4.6 out of 5
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SAS® Model Manager is a web-based application that enables organizations to register, modify, track, score, publish, and report on analytical models. Organizations can store models within folders or p

    Users
    • Inside Sales Manager
    Industries
    • Computer Software
    Market Segment
    • 60% Enterprise
    • 26% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • SAS Model Manager 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
    Model Management
    3
    Model Variety
    3
    Analytics
    2
    Automation
    1
    Collaboration
    1
    Cons
    Learning Curve
    2
    Complexity
    1
    Complexity Issues
    1
    Difficult Learning
    1
    Difficult Navigation
    1
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • SAS Model Manager features and usability ratings that predict user satisfaction
    7.9
    Has the product been a good partner in doing business?
    Average: 8.7
    8.0
    Ease of Use
    Average: 8.4
    8.8
    Quality of Support
    Average: 8.4
    7.3
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    SAS Institute Inc.
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,064 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,238 employees on LinkedIn®
    Phone
    1-800-727-0025
Product Description
How are these determined?Information
This description is provided by the seller.

SAS® Model Manager is a web-based application that enables organizations to register, modify, track, score, publish, and report on analytical models. Organizations can store models within folders or p

Users
  • Inside Sales Manager
Industries
  • Computer Software
Market Segment
  • 60% Enterprise
  • 26% Small-Business
SAS Model Manager 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
Model Management
3
Model Variety
3
Analytics
2
Automation
1
Collaboration
1
Cons
Learning Curve
2
Complexity
1
Complexity Issues
1
Difficult Learning
1
Difficult Navigation
1
View All Pros and Cons
SAS Model Manager features and usability ratings that predict user satisfaction
7.9
Has the product been a good partner in doing business?
Average: 8.7
8.0
Ease of Use
Average: 8.4
8.8
Quality of Support
Average: 8.4
7.3
Ease of Admin
Average: 8.5
Seller Details
Seller
SAS Institute Inc.
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,064 Twitter followers
LinkedIn® Page
www.linkedin.com
18,238 employees on LinkedIn®
Phone
1-800-727-0025
Clarifai
(66)4.3 out of 5
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow o

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 61% Small-Business
    • 27% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Clarifai 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
    Features
    13
    AI Technology
    10
    Model Variety
    10
    AI Integration
    8
    AI Modeling
    8
    Cons
    Expensive
    9
    Complexity
    4
    Difficult Learning
    3
    Lack of Resources
    3
    Poor Documentation
    3
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Clarifai features and usability ratings that predict user satisfaction
    8.5
    Has the product been a good partner in doing business?
    Average: 8.7
    8.2
    Ease of Use
    Average: 8.4
    8.1
    Quality of Support
    Average: 8.4
    8.8
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Clarifai
    Year Founded
    2013
    HQ Location
    Wilmington, Delaware
    Twitter
    @clarifai
    10,776 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    90 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow o

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 61% Small-Business
  • 27% Mid-Market
Clarifai 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
Features
13
AI Technology
10
Model Variety
10
AI Integration
8
AI Modeling
8
Cons
Expensive
9
Complexity
4
Difficult Learning
3
Lack of Resources
3
Poor Documentation
3
View All Pros and Cons
Clarifai features and usability ratings that predict user satisfaction
8.5
Has the product been a good partner in doing business?
Average: 8.7
8.2
Ease of Use
Average: 8.4
8.1
Quality of Support
Average: 8.4
8.8
Ease of Admin
Average: 8.5
Seller Details
Seller
Clarifai
Year Founded
2013
HQ Location
Wilmington, Delaware
Twitter
@clarifai
10,776 Twitter followers
LinkedIn® Page
www.linkedin.com
90 employees on LinkedIn®
Kubeflow
(22)4.5 out of 5
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Kubeflow is an open-source platform designed to facilitate the deployment, orchestration, and management of machine learning (ML) workflows on Kubernetes. It provides a comprehensive suite of tools th

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 45% Small-Business
    • 41% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Kubeflow 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
    1
    Flexibility
    1
    Model Variety
    1
    Problem Solving
    1
    Scalability
    1
    Cons
    Complexity
    1
    Complex Setup
    1
    Difficult Setup
    1
    Limited Capacity
    1
    Limited Resources
    1
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Kubeflow features and usability ratings that predict user satisfaction
    8.1
    Has the product been a good partner in doing business?
    Average: 8.7
    7.6
    Ease of Use
    Average: 8.4
    7.4
    Quality of Support
    Average: 8.4
    6.7
    Ease of Admin
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Kubeflow
    Year Founded
    2017
    HQ Location
    Sunnyvale, US
    Twitter
    @kubeflow
    6,549 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    24 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Kubeflow is an open-source platform designed to facilitate the deployment, orchestration, and management of machine learning (ML) workflows on Kubernetes. It provides a comprehensive suite of tools th

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 45% Small-Business
  • 41% Enterprise
Kubeflow 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
1
Flexibility
1
Model Variety
1
Problem Solving
1
Scalability
1
Cons
Complexity
1
Complex Setup
1
Difficult Setup
1
Limited Capacity
1
Limited Resources
1
View All Pros and Cons
Kubeflow features and usability ratings that predict user satisfaction
8.1
Has the product been a good partner in doing business?
Average: 8.7
7.6
Ease of Use
Average: 8.4
7.4
Quality of Support
Average: 8.4
6.7
Ease of Admin
Average: 8.5
Seller Details
Seller
Kubeflow
Year Founded
2017
HQ Location
Sunnyvale, US
Twitter
@kubeflow
6,549 Twitter followers
LinkedIn® Page
www.linkedin.com
24 employees on LinkedIn®
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Mid Market
Enterprise
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20 Listings in Small Business Machine Learning Available

  • Sort By:
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