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Best Robotic Process Automation (RPA) Software with Machine Learning Capabilities

Benefits of Robotic Process Automation (RPA) Software with Machine Learning capabilities include: Allows for intelligent automation whereby the bot can imitate human behavior by learning from behavioral patterns.
Below are the top-rated Robotic Process Automation (RPA) Software with Machine Learning capabilities, as verified by G2’s Research team. Real users have identified Machine Learning as an important function of Robotic Process Automation (RPA) Software. Compare different products that offer this feature so you can decide which is best for your business needs.
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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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5 Listings in Robotic Process Automation (RPA) Available
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UiPath Agentic Automation
(7,249)4.6 out of 5
Optimized for quick response
7th Easiest To Use in Robotic Process Automation (RPA) software
View top Consulting Services for UiPath Agentic Automation
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  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    UiPath (NYSE: PATH) is a global leader in agentic automation, empowering enterprises to harness the full potential of AI agents to autonomously execute and optimize complex business processes. The UiP

    Users
    • Software Engineer
    • RPA Developer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 52% Enterprise
    • 29% 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.
    • UiPath Platform for Agentic Automation is a tool that combines AI and automation to manage complex tasks and adapt to changing conditions.
    • Reviewers like the platform's user-friendly interface, its ability to handle complex tasks with AI-driven decision-making, and its comprehensive security and governance features.
    • Users mentioned that the platform can be complex to implement, requires advanced AI knowledge, and can be expensive, with some also noting a steep learning curve and occasional performance issues.
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • UiPath Agentic 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
    Automation
    379
    Ease of Use
    368
    Automation Focus
    302
    Automation Ease
    251
    Efficiency
    190
    Cons
    Expensive
    158
    Learning Curve
    144
    Complexity
    92
    Missing Features
    92
    Pricing Issues
    75
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • UiPath Agentic Automation features and usability ratings that predict user satisfaction
    9.1
    Visual Editor
    Average: 8.5
    8.8
    Quality of Support
    Average: 9.1
    8.9
    Custom Automation
    Average: 8.8
    8.9
    Collaboration
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    UiPath
    Company Website
    Year Founded
    2005
    HQ Location
    New York
    Twitter
    @UiPath
    106,615 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,020 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

UiPath (NYSE: PATH) is a global leader in agentic automation, empowering enterprises to harness the full potential of AI agents to autonomously execute and optimize complex business processes. The UiP

Users
  • Software Engineer
  • RPA Developer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 52% Enterprise
  • 29% 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.
  • UiPath Platform for Agentic Automation is a tool that combines AI and automation to manage complex tasks and adapt to changing conditions.
  • Reviewers like the platform's user-friendly interface, its ability to handle complex tasks with AI-driven decision-making, and its comprehensive security and governance features.
  • Users mentioned that the platform can be complex to implement, requires advanced AI knowledge, and can be expensive, with some also noting a steep learning curve and occasional performance issues.
UiPath Agentic 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
Automation
379
Ease of Use
368
Automation Focus
302
Automation Ease
251
Efficiency
190
Cons
Expensive
158
Learning Curve
144
Complexity
92
Missing Features
92
Pricing Issues
75
View All Pros and Cons
UiPath Agentic Automation features and usability ratings that predict user satisfaction
9.1
Visual Editor
Average: 8.5
8.8
Quality of Support
Average: 9.1
8.9
Custom Automation
Average: 8.8
8.9
Collaboration
Average: 8.6
Seller Details
Seller
UiPath
Company Website
Year Founded
2005
HQ Location
New York
Twitter
@UiPath
106,615 Twitter followers
LinkedIn® Page
www.linkedin.com
5,020 employees on LinkedIn®
Automation Anywhere
(5,543)4.5 out of 5
6th Easiest To Use in Robotic Process Automation (RPA) software
View top Consulting Services for Automation Anywhere
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  • 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 cloud-based Robotic Process Automation (RPA) solution designed to automate repetitive tasks such as data entry, report generation, and system updates.
    • Reviewers appreciate the platform's user-friendly, intuitive drag-and-drop interface, its ability to integrate with various applications, and its capacity to handle a wide range of tasks, making it accessible even to those with limited coding experience.
    • Reviewers noted that despite its many benefits, Automation Anywhere has a steep learning curve, particularly for beginners, and its customer support response times can be slow, especially when dealing with more complex issues.
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Automation Anywhere 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
    46
    Automation
    39
    Automation Focus
    27
    Ease of Learning
    24
    Automation Ease
    23
    Cons
    Learning Curve
    18
    Expensive
    17
    Missing Features
    11
    Software Bugs
    10
    Time-Consuming
    10
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Automation Anywhere features and usability ratings that predict user satisfaction
    8.7
    Visual Editor
    Average: 8.5
    8.7
    Quality of Support
    Average: 9.1
    8.6
    Custom Automation
    Average: 8.8
    8.6
    Collaboration
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Automation Anywhere
    Company Website
    Year Founded
    2003
    HQ Location
    San Jose, CA
    Twitter
    @AutomationAnywh
    55,407 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,930 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 cloud-based Robotic Process Automation (RPA) solution designed to automate repetitive tasks such as data entry, report generation, and system updates.
  • Reviewers appreciate the platform's user-friendly, intuitive drag-and-drop interface, its ability to integrate with various applications, and its capacity to handle a wide range of tasks, making it accessible even to those with limited coding experience.
  • Reviewers noted that despite its many benefits, Automation Anywhere has a steep learning curve, particularly for beginners, and its customer support response times can be slow, especially when dealing with more complex issues.
Automation Anywhere 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
46
Automation
39
Automation Focus
27
Ease of Learning
24
Automation Ease
23
Cons
Learning Curve
18
Expensive
17
Missing Features
11
Software Bugs
10
Time-Consuming
10
View All Pros and Cons
Automation Anywhere features and usability ratings that predict user satisfaction
8.7
Visual Editor
Average: 8.5
8.7
Quality of Support
Average: 9.1
8.6
Custom Automation
Average: 8.8
8.6
Collaboration
Average: 8.6
Seller Details
Seller
Automation Anywhere
Company Website
Year Founded
2003
HQ Location
San Jose, CA
Twitter
@AutomationAnywh
55,407 Twitter followers
LinkedIn® Page
www.linkedin.com
2,930 employees on LinkedIn®

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Appian
(485)4.5 out of 5
12th Easiest To Use in Robotic Process Automation (RPA) software
View top Consulting Services for Appian
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  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Appian is a software company that automates business processes. The Appian Platform includes everything you need to design, automate, and optimize even the most complex processes, from start to finish

    Users
    • Consultant
    • Manager
    Industries
    • Financial Services
    • Banking
    Market Segment
    • 58% Enterprise
    • 28% 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.
    • Appian is a platform that provides features such as low-code development and process automation for managing business processes.
    • Reviewers appreciate the platform's ease of use, quick build and management of workflows, and its ability to improve collaboration across teams.
    • Users mentioned drawbacks such as less intuitive reporting and analytics capabilities, the need for technical knowledge for beginners, and high licensing costs.
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Appian 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
    34
    Automation
    28
    Low Code
    23
    AI Technology
    21
    Artificial Intelligence
    21
    Cons
    Limited Features
    12
    Expensive
    11
    Limited Flexibility
    9
    Limited Customization
    8
    Performance Issues
    8
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Appian features and usability ratings that predict user satisfaction
    8.6
    Visual Editor
    Average: 8.5
    8.5
    Quality of Support
    Average: 9.1
    8.4
    Custom Automation
    Average: 8.8
    8.7
    Collaboration
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Appian
    Company Website
    Year Founded
    1999
    HQ Location
    McLean, Virginia
    Twitter
    @Appian
    16,369 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,360 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Appian is a software company that automates business processes. The Appian Platform includes everything you need to design, automate, and optimize even the most complex processes, from start to finish

Users
  • Consultant
  • Manager
Industries
  • Financial Services
  • Banking
Market Segment
  • 58% Enterprise
  • 28% 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.
  • Appian is a platform that provides features such as low-code development and process automation for managing business processes.
  • Reviewers appreciate the platform's ease of use, quick build and management of workflows, and its ability to improve collaboration across teams.
  • Users mentioned drawbacks such as less intuitive reporting and analytics capabilities, the need for technical knowledge for beginners, and high licensing costs.
Appian 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
34
Automation
28
Low Code
23
AI Technology
21
Artificial Intelligence
21
Cons
Limited Features
12
Expensive
11
Limited Flexibility
9
Limited Customization
8
Performance Issues
8
View All Pros and Cons
Appian features and usability ratings that predict user satisfaction
8.6
Visual Editor
Average: 8.5
8.5
Quality of Support
Average: 9.1
8.4
Custom Automation
Average: 8.8
8.7
Collaboration
Average: 8.6
Seller Details
Seller
Appian
Company Website
Year Founded
1999
HQ Location
McLean, Virginia
Twitter
@Appian
16,369 Twitter followers
LinkedIn® Page
www.linkedin.com
2,360 employees on LinkedIn®
Pega Platform
(274)4.2 out of 5
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Pega is a powerful low-code platform that builds agility into the world’s leading organizations so they can adapt to change. Clients use our AI-powered decisioning and workflow automation to solve the

    Users
    • Senior Software Engineer
    • Consultant
    Industries
    • Information Technology and Services
    • Banking
    Market Segment
    • 68% Enterprise
    • 20% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Pega Platform 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
    5
    Easy Creation
    3
    Easy Setup
    3
    Efficiency Improvement
    3
    Fast Development
    3
    Cons
    Cost Issues
    2
    Expensive
    2
    Limited Features
    2
    Missing Features
    2
    Poor Support
    2
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Pega Platform features and usability ratings that predict user satisfaction
    8.5
    Visual Editor
    Average: 8.5
    8.2
    Quality of Support
    Average: 9.1
    8.9
    Custom Automation
    Average: 8.8
    9.2
    Collaboration
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Pegasystems
    Year Founded
    1983
    HQ Location
    Cambridge, MA
    Twitter
    @pega
    45,273 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,476 employees on LinkedIn®
    Ownership
    NASDAQ:PEGA
Product Description
How are these determined?Information
This description is provided by the seller.

Pega is a powerful low-code platform that builds agility into the world’s leading organizations so they can adapt to change. Clients use our AI-powered decisioning and workflow automation to solve the

Users
  • Senior Software Engineer
  • Consultant
Industries
  • Information Technology and Services
  • Banking
Market Segment
  • 68% Enterprise
  • 20% Mid-Market
Pega Platform 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
5
Easy Creation
3
Easy Setup
3
Efficiency Improvement
3
Fast Development
3
Cons
Cost Issues
2
Expensive
2
Limited Features
2
Missing Features
2
Poor Support
2
View All Pros and Cons
Pega Platform features and usability ratings that predict user satisfaction
8.5
Visual Editor
Average: 8.5
8.2
Quality of Support
Average: 9.1
8.9
Custom Automation
Average: 8.8
9.2
Collaboration
Average: 8.6
Seller Details
Seller
Pegasystems
Year Founded
1983
HQ Location
Cambridge, MA
Twitter
@pega
45,273 Twitter followers
LinkedIn® Page
www.linkedin.com
5,476 employees on LinkedIn®
Ownership
NASDAQ:PEGA
WorkFusion AI Digital Agents
(29)4.4 out of 5
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    WorkFusion is a pioneer in AI agents for financial crime compliance (FCC). Its AI Agents are purpose-built workers that augment compliance teams in level 1 analyst functions for anti-money laundering

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 72% Enterprise
    • 17% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • WorkFusion AI Digital Agents features and usability ratings that predict user satisfaction
    8.9
    Visual Editor
    Average: 8.5
    8.1
    Quality of Support
    Average: 9.1
    10.0
    Custom Automation
    Average: 8.8
    8.3
    Collaboration
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    WorkFusion
    Year Founded
    2010
    HQ Location
    New York, NY
    Twitter
    @workfusion
    3,424 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    235 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

WorkFusion is a pioneer in AI agents for financial crime compliance (FCC). Its AI Agents are purpose-built workers that augment compliance teams in level 1 analyst functions for anti-money laundering

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 72% Enterprise
  • 17% Small-Business
WorkFusion AI Digital Agents features and usability ratings that predict user satisfaction
8.9
Visual Editor
Average: 8.5
8.1
Quality of Support
Average: 9.1
10.0
Custom Automation
Average: 8.8
8.3
Collaboration
Average: 8.6
Seller Details
Seller
WorkFusion
Year Founded
2010
HQ Location
New York, NY
Twitter
@workfusion
3,424 Twitter followers
LinkedIn® Page
www.linkedin.com
235 employees on LinkedIn®
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5 Listings in Robotic Process Automation (RPA) Available
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