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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
(7,253)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
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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
    • 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 is an automation platform that allows users to automate tasks and workflows, integrating AI-driven capabilities as the business matures.
    • Reviewers appreciate the platform's intuitive interface, wide range of pre-built activities, seamless integration with other applications, and the ability to design, test, and deploy automations at scale.
    • Reviewers experienced challenges with the initial setup and licensing model, especially for smaller organizations, and found that some of the more advanced features require deeper platform knowledge, which can slow adoption.
  • 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
    386
    Ease of Use
    373
    Automation Focus
    304
    Automation Ease
    255
    Efficiency
    194
    Cons
    Expensive
    160
    Learning Curve
    147
    Complexity
    96
    Missing Features
    95
    Pricing Issues
    75
  • 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
    107,511 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,064 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 is an automation platform that allows users to automate tasks and workflows, integrating AI-driven capabilities as the business matures.
  • Reviewers appreciate the platform's intuitive interface, wide range of pre-built activities, seamless integration with other applications, and the ability to design, test, and deploy automations at scale.
  • Reviewers experienced challenges with the initial setup and licensing model, especially for smaller organizations, and found that some of the more advanced features require deeper platform knowledge, which can slow adoption.
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
386
Ease of Use
373
Automation Focus
304
Automation Ease
255
Efficiency
194
Cons
Expensive
160
Learning Curve
147
Complexity
96
Missing Features
95
Pricing Issues
75
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
107,511 Twitter followers
LinkedIn® Page
www.linkedin.com
5,064 employees on LinkedIn®
(5,546)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
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  • 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 RPA solution that automates repetitive tasks and streamlines processes.
    • Reviewers like the user-friendly interface, the ease of building bots with drag-and-drop functionality, and the platform's ability to handle high-volume processes and large bot fleets.
    • Users experienced a steep learning curve for complex logic, occasional stability bugs in development, high licensing costs, and a dependency on strong internet for its cloud-based 'Control Room.'.
  • 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
    81
    Automation
    68
    User Interface
    42
    Automation Ease
    41
    Efficiency
    41
    Cons
    Expensive
    26
    Learning Curve
    26
    Missing Features
    25
    Software Bugs
    21
    Bot Issues
    20
  • 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
    Company Website
    Year Founded
    2003
    HQ Location
    San Jose, CA
    Twitter
    @AutomationAnywh
    55,323 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3,415 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 RPA solution that automates repetitive tasks and streamlines processes.
  • Reviewers like the user-friendly interface, the ease of building bots with drag-and-drop functionality, and the platform's ability to handle high-volume processes and large bot fleets.
  • Users experienced a steep learning curve for complex logic, occasional stability bugs in development, high licensing costs, and a dependency on strong internet for its cloud-based 'Control Room.'.
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
81
Automation
68
User Interface
42
Automation Ease
41
Efficiency
41
Cons
Expensive
26
Learning Curve
26
Missing Features
25
Software Bugs
21
Bot Issues
20
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
Company Website
Year Founded
2003
HQ Location
San Jose, CA
Twitter
@AutomationAnywh
55,323 Twitter followers
LinkedIn® Page
www.linkedin.com
3,415 employees on LinkedIn®
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(487)4.5 out of 5
14th 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 manages complex workflow logic across various regions and departments, serving as the foundation of business processes with strict audit tracks and complicated data paths.
    • Reviewers appreciate Appian's low-code approach, process automation capabilities, and seamless integration with other systems, which allow for rapid application development, efficient building of scalable enterprise solutions, and improved operation visibility.
    • Reviewers noted that debugging can be challenging when something breaks across interfaces, the cost can be high, the platform can feel restrictive when handling highly customized or complex use cases, and the licensing costs and resource requirements for scaling can be relatively high.
  • 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
    35
    Automation
    29
    Low Code
    24
    AI Technology
    22
    Artificial Intelligence
    22
    Cons
    Limited Features
    12
    Expensive
    11
    Limited Flexibility
    10
    Limited Customization
    9
    Learning Curve
    8
  • 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
    Company Website
    Year Founded
    1999
    HQ Location
    McLean, Virginia
    Twitter
    @Appian
    16,350 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,427 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 manages complex workflow logic across various regions and departments, serving as the foundation of business processes with strict audit tracks and complicated data paths.
  • Reviewers appreciate Appian's low-code approach, process automation capabilities, and seamless integration with other systems, which allow for rapid application development, efficient building of scalable enterprise solutions, and improved operation visibility.
  • Reviewers noted that debugging can be challenging when something breaks across interfaces, the cost can be high, the platform can feel restrictive when handling highly customized or complex use cases, and the licensing costs and resource requirements for scaling can be relatively high.
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
35
Automation
29
Low Code
24
AI Technology
22
Artificial Intelligence
22
Cons
Limited Features
12
Expensive
11
Limited Flexibility
10
Limited Customization
9
Learning Curve
8
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
Company Website
Year Founded
1999
HQ Location
McLean, Virginia
Twitter
@Appian
16,350 Twitter followers
LinkedIn® Page
www.linkedin.com
2,427 employees on LinkedIn®
  • 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
    6
    Low Code
    4
    Low Coding
    4
    No Coding
    4
    Automation
    3
    Cons
    Cost Issues
    2
    Expensive
    2
    Limited Features
    2
    Missing Features
    2
    Poor Support
    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
    45,202 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
Ease of Use
6
Low Code
4
Low Coding
4
No Coding
4
Automation
3
Cons
Cost Issues
2
Expensive
2
Limited Features
2
Missing Features
2
Poor Support
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
45,202 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
    3,417 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
3,417 Twitter followers
LinkedIn® Page
www.linkedin.com
230 employees on LinkedIn®