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
(7,258)4.6 out of 5
Optimized for quick response
5th Easiest To Use in Robotic Process Automation (RPA) software
View top Consulting Services for UiPath Agentic Automation
  • 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
    • RPA Developer
    • Software Engineer
    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 Agentic Automation is a platform that combines AI-driven decision-making with traditional RPA to automate repetitive tasks and handle data and documents more efficiently.
    • Reviewers frequently mention the platform's ability to save time, reduce errors, and handle high volume processes, as well as its ease of use and the convenience of building, testing, and scaling automations within a single platform.
    • Reviewers noted that the platform can be expensive, requires significant effort to set up, consumes a lot of resources, and has a steep learning curve, especially for beginners.
  • 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
    383
    Ease of Use
    369
    Automation Focus
    300
    Automation Ease
    254
    Efficiency
    194
    Cons
    Expensive
    157
    Learning Curve
    146
    Complexity
    92
    Missing Features
    90
    Pricing Issues
    74
  • 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
    107,950 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,074 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
  • RPA Developer
  • Software Engineer
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 Agentic Automation is a platform that combines AI-driven decision-making with traditional RPA to automate repetitive tasks and handle data and documents more efficiently.
  • Reviewers frequently mention the platform's ability to save time, reduce errors, and handle high volume processes, as well as its ease of use and the convenience of building, testing, and scaling automations within a single platform.
  • Reviewers noted that the platform can be expensive, requires significant effort to set up, consumes a lot of resources, and has a steep learning curve, especially for beginners.
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
383
Ease of Use
369
Automation Focus
300
Automation Ease
254
Efficiency
194
Cons
Expensive
157
Learning Curve
146
Complexity
92
Missing Features
90
Pricing Issues
74
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
107,950 Twitter followers
LinkedIn® Page
www.linkedin.com
5,074 employees on LinkedIn®
(5,548)4.5 out of 5
6th Easiest To Use in Robotic Process Automation (RPA) software
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
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Automation Anywhere Agentic Process Automation 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
    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
Automation Anywhere Agentic Process Automation 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
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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(487)4.5 out of 5
11th Easiest To Use in Robotic Process Automation (RPA) software
View top Consulting Services for Appian
  • 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
    • Manager
    • Consultant
    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 low-code platform that integrates AI, RPA, and dynamic on-demand infra scaling to transform complex business processes into working applications.
    • Reviewers appreciate Appian's ease of use, customer service, and its ability to quickly transform complex business processes into working applications, with strong process modeling, low-code speed, built-in automation, and enterprise-grade security.
    • Users reported limitations with Appian's interface design applications, high licensing costs, opaque debugging, and the need for platform-specific expertise for deep customization, as well as issues with reporting and analytics capabilities.
  • 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
    38
    Automation
    29
    Low Code
    26
    AI Technology
    24
    Artificial Intelligence
    23
    Cons
    Limited Features
    15
    Expensive
    13
    Limited Flexibility
    12
    Complexity
    11
    Limited Customization
    11
  • 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
    8.3
    Custom Automation
    Average: 8.8
    8.7
    Collaboration
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Appian
    Year Founded
    1999
    HQ Location
    McLean, Virginia
    Twitter
    @Appian
    16,318 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,444 employees on LinkedIn®
    Ownership
    NASDAQ:APPN
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
  • Manager
  • Consultant
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 low-code platform that integrates AI, RPA, and dynamic on-demand infra scaling to transform complex business processes into working applications.
  • Reviewers appreciate Appian's ease of use, customer service, and its ability to quickly transform complex business processes into working applications, with strong process modeling, low-code speed, built-in automation, and enterprise-grade security.
  • Users reported limitations with Appian's interface design applications, high licensing costs, opaque debugging, and the need for platform-specific expertise for deep customization, as well as issues with reporting and analytics capabilities.
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
38
Automation
29
Low Code
26
AI Technology
24
Artificial Intelligence
23
Cons
Limited Features
15
Expensive
13
Limited Flexibility
12
Complexity
11
Limited Customization
11
Appian features and usability ratings that predict user satisfaction
8.6
Visual Editor
Average: 8.5
8.5
Quality of Support
Average: 9.1
8.3
Custom Automation
Average: 8.8
8.7
Collaboration
Average: 8.6
Seller Details
Seller
Appian
Year Founded
1999
HQ Location
McLean, Virginia
Twitter
@Appian
16,318 Twitter followers
LinkedIn® Page
www.linkedin.com
2,444 employees on LinkedIn®
Ownership
NASDAQ:APPN
  • 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
    Customer Support
    3
    Data Management
    3
    Ease of Use
    3
    Features
    3
    Integrations
    3
    Cons
    Limitations
    2
    Limited Features
    2
    Outdated Interface
    2
    Poor Interface Design
    2
    Poor UI
    2
  • 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
    Year Founded
    1983
    HQ Location
    Cambridge, MA
    Twitter
    @pega
    45,162 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,522 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
Customer Support
3
Data Management
3
Ease of Use
3
Features
3
Integrations
3
Cons
Limitations
2
Limited Features
2
Outdated Interface
2
Poor Interface Design
2
Poor UI
2
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
Year Founded
1983
HQ Location
Cambridge, MA
Twitter
@pega
45,162 Twitter followers
LinkedIn® Page
www.linkedin.com
5,522 employees on LinkedIn®
Ownership
NASDAQ:PEGA
  • 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
    Year Founded
    2010
    HQ Location
    New York, NY
    Twitter
    @workfusion
    3,433 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    230 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
Year Founded
2010
HQ Location
New York, NY
Twitter
@workfusion
3,433 Twitter followers
LinkedIn® Page
www.linkedin.com
230 employees on LinkedIn®