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Best AI Agent Builders Software

Matthew Miller
MM
Researched and written by Matthew Miller

AI agent builders are platforms designed to build, deploy, and manage autonomous AI agents deeply integrated with a company’s data ecosystem, business processes, and customer relationship management (CRM) systems.

Automation is a fundamental component of these platforms, which is facilitated by connections to the enterprise’s core systems. As a result, these platforms offer a level of specificity and integration that sets them apart from broader bot platforms.

AI agent builders provide extensive integrations that create a lock-in effect that enhances the agents' capabilities. Unlike standard chatbots software, which may provide basic conversational abilities, AI agent builders enable highly customizable agents of different varieties that can be embedded directly into business workflows and data structures.

AI agent builders can provide a more refined conversational experience than traditional chatbots due to their focus on specialized roles and targeted business functions. They act autonomously to support a variety of agentic use cases, such as customer support, sales development, human resources (HR), and IT operations.

These builders allow for a high degree of customization. They enable businesses to design agents tailored to their exact needs, leveraging natural language processing (NLP) and machine learning (ML) to understand user interactions and provide contextually aware, personalized responses. Furthermore, AI agent builders differ from AI agents as they support proactive and reactive interactions, allowing agents to autonomously initiate or respond to user queries, perform actions based on triggers, and seamlessly escalate complex issues to human agents when necessary.

To qualify for inclusion in the AI Agent Builders category, a product must:

Integrate deeply with business systems, such as CRM or knowledge bases, ensuring data-driven and role-specific interactions
Utilize NLP or speech recognition to understand conversational requests and provide accurate, context-aware responses
Allow users to design the agent’s trusted role, tone, and capabilities to suit specific business needs and workflows
Offer data and reporting tools for agent interactions and performance, such as dashboards or insights reports
Enable seamless human-in-the-loop functionality, allowing complex conversations to be escalated to human agents
Support advanced automation and proactive task execution to allow agents to independently trigger workflows and actions
Maintain security, compliance, and data privacy protocols to ensure all interactions adhere to enterprise and regulatory requirements
Allow for modularity and the installation of partner or third-party capabilities as part of the builder flow
Provide the ability to use natural language to configure and setup agents

Best AI Agent Builders Software At A Glance

Highest User Satisfaction:
Best Free Software:

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8 Listings in AI Agent Builders Available
(16)4.3 out of 5
View top Consulting Services for Salesforce Agentforce
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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Humans with agents drive customer success together. Agentforce, Salesforce’s suite of customizable AI agents and tools, combines autonomous AI agents, unified data, and Customer 360 apps on one integr

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 44% Mid-Market
    • 31% Enterprise
  • Seller Details
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  • Seller Details
    Company Website
    Year Founded
    1999
    HQ Location
    San Francisco, CA
    Twitter
    @salesforce
    584,242 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.

Humans with agents drive customer success together. Agentforce, Salesforce’s suite of customizable AI agents and tools, combines autonomous AI agents, unified data, and Customer 360 apps on one integr

Users
No information available
Industries
No information available
Market Segment
  • 44% Mid-Market
  • 31% Enterprise
Seller Details
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@salesforce
584,242 Twitter followers
LinkedIn® Page
www.linkedin.com
78,543 employees on LinkedIn®
(511)4.3 out of 5
View top Consulting Services for Vertex AI
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Entry Level Price:Pay As You Go
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and

    Users
    • Software Engineer
    • Data Scientist
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 38% Small-Business
    • 35% Enterprise
  • Pros and Cons
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  • Vertex AI 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
    211
    Model Variety
    123
    Features
    121
    Machine Learning
    110
    Integrations
    85
    Cons
    Expensive
    59
    Performance Issues
    53
    Learning Curve
    50
    Complexity
    46
    Complexity Issues
    43
  • Seller Details
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  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,520,271 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    301,875 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and

Users
  • Software Engineer
  • Data Scientist
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 38% Small-Business
  • 35% Enterprise
Vertex AI 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
211
Model Variety
123
Features
121
Machine Learning
110
Integrations
85
Cons
Expensive
59
Performance Issues
53
Learning Curve
50
Complexity
46
Complexity Issues
43
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,520,271 Twitter followers
LinkedIn® Page
www.linkedin.com
301,875 employees on LinkedIn®

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    Market Segment
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  • Seller Details
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  • Seller Details
    Seller
    Google
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,520,271 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    301,875 employees on LinkedIn®
    Ownership
    NASDAQ:GOOG
We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Seller
Google
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,520,271 Twitter followers
LinkedIn® Page
www.linkedin.com
301,875 employees on LinkedIn®
Ownership
NASDAQ:GOOG
By IBM
(71)4.5 out of 5
Optimized for quick response
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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Watsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models and traditional machine learning into a powerful studio spanning the AI

    Users
    • Consultant
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 35% Mid-Market
    • 35% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM watsonx.ai 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
    48
    Intuitive
    16
    Model Variety
    16
    Features
    13
    Efficiency
    12
    Cons
    Improvement Needed
    16
    Difficult Learning
    9
    Expensive
    9
    Poor User Interface
    9
    Performance Issues
    8
  • Seller Details
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  • Seller Details
    Seller
    IBM
    Company Website
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    711,154 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    317,108 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Watsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models and traditional machine learning into a powerful studio spanning the AI

Users
  • Consultant
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 35% Mid-Market
  • 35% Small-Business
IBM watsonx.ai 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
48
Intuitive
16
Model Variety
16
Features
13
Efficiency
12
Cons
Improvement Needed
16
Difficult Learning
9
Expensive
9
Poor User Interface
9
Performance Issues
8
Seller Details
Seller
IBM
Company Website
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
711,154 Twitter followers
LinkedIn® Page
www.linkedin.com
317,108 employees on LinkedIn®
(42)4.5 out of 5
View top Consulting Services for Microsoft Copilot Studio
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Entry Level Price:$1.00
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Easily create and maintain intelligent chatbots without having to code. Microsoft Power Virtual Agents enables you to engage conversationally with your customers and employees.

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 43% Enterprise
    • 36% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Microsoft Copilot 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
    Chatbot Development
    9
    Ease of Use
    9
    Efficiency
    9
    Easy Integrations
    5
    Integrations
    4
    Cons
    Limited Customization
    3
    Chat Management
    2
    Expensive
    2
    Limited Features
    2
    Poor Understanding
    2
  • Seller Details
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  • Seller Details
    Seller
    Microsoft
    Year Founded
    1975
    HQ Location
    Redmond, Washington
    Twitter
    @microsoft
    14,031,499 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    238,990 employees on LinkedIn®
    Ownership
    MSFT
Product Description
How are these determined?Information
This description is provided by the seller.

Easily create and maintain intelligent chatbots without having to code. Microsoft Power Virtual Agents enables you to engage conversationally with your customers and employees.

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 43% Enterprise
  • 36% Small-Business
Microsoft Copilot 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
Chatbot Development
9
Ease of Use
9
Efficiency
9
Easy Integrations
5
Integrations
4
Cons
Limited Customization
3
Chat Management
2
Expensive
2
Limited Features
2
Poor Understanding
2
Seller Details
Seller
Microsoft
Year Founded
1975
HQ Location
Redmond, Washington
Twitter
@microsoft
14,031,499 Twitter followers
LinkedIn® Page
www.linkedin.com
238,990 employees on LinkedIn®
Ownership
MSFT
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Oracle delivers AI built for business, helping you make better decisions faster and empowering your workforce to work more effectively. With classic and generative AI embedded in Oracle Fusion Cloud A

    We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
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  • Seller Details
    Seller
    Oracle
    Year Founded
    1977
    HQ Location
    Austin, TX
    Twitter
    @Oracle
    824,139 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    199,405 employees on LinkedIn®
    Ownership
    NYSE:ORCL
Product Description
How are these determined?Information
This description is provided by the seller.

Oracle delivers AI built for business, helping you make better decisions faster and empowering your workforce to work more effectively. With classic and generative AI embedded in Oracle Fusion Cloud A

We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Seller
Oracle
Year Founded
1977
HQ Location
Austin, TX
Twitter
@Oracle
824,139 Twitter followers
LinkedIn® Page
www.linkedin.com
199,405 employees on LinkedIn®
Ownership
NYSE:ORCL
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ServiceNow AI Agents - Unlock 24/7 productivity with AI agents that take action and autonomously solve problems.

    We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
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  • Seller Details
    Year Founded
    2004
    HQ Location
    Santa Clara, CA
    Twitter
    @servicenow
    50,962 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    29,567 employees on LinkedIn®
    Ownership
    NYSE:NOW
Product Description
How are these determined?Information
This description is provided by the seller.

ServiceNow AI Agents - Unlock 24/7 productivity with AI agents that take action and autonomously solve problems.

We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Year Founded
2004
HQ Location
Santa Clara, CA
Twitter
@servicenow
50,962 Twitter followers
LinkedIn® Page
www.linkedin.com
29,567 employees on LinkedIn®
Ownership
NYSE:NOW
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Workgrid is an AI Assistant designed to simplify the workday for employees. It provides employees with a single conversational interface to find information and perform tasks across various systems, d

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 33% Enterprise
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Workgrid 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
    2
    Easy Integrations
    2
    Efficiency
    2
    Integrations
    2
    Platform Integration
    2
    Cons
    Confusion
    1
    Dependency Issues
    1
    Integration Issues
    1
    Learning Curve
    1
    Limited Customization
    1
  • Seller Details
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  • Seller Details
    Year Founded
    2017
    HQ Location
    Boston, US
    Twitter
    @WorkgridSoft
    429 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    30 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Workgrid is an AI Assistant designed to simplify the workday for employees. It provides employees with a single conversational interface to find information and perform tasks across various systems, d

Users
No information available
Industries
No information available
Market Segment
  • 33% Enterprise
  • 33% Mid-Market
Workgrid 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
2
Easy Integrations
2
Efficiency
2
Integrations
2
Platform Integration
2
Cons
Confusion
1
Dependency Issues
1
Integration Issues
1
Learning Curve
1
Limited Customization
1
Seller Details
Year Founded
2017
HQ Location
Boston, US
Twitter
@WorkgridSoft
429 Twitter followers
LinkedIn® Page
www.linkedin.com
30 employees on LinkedIn®