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Best Large Language Model Operationalization (LLMOps) Software for Small Business

Matthew Miller
MM
Researched and written by Matthew Miller

Products classified in the overall Large Language Model Operationalization (LLMOps) 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 Large Language Model Operationalization (LLMOps) 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 Large Language Model Operationalization (LLMOps) category.

In addition to qualifying for inclusion in the Large Language Model Operationalization (LLMOps) Software category, to qualify for inclusion in the Small Business Large Language Model Operationalization (LLMOps) Software category, a product must have at least 10 reviews left by a reviewer from a small business.

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 Small Business Large Language Model Operationalization (LLMOps) Available

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    G2 Score
Vertex AI
(572)4.3 out of 5
4th Easiest To Use in Large Language Model Operationalization (LLMOps) software
View top Consulting Services for Vertex AI
Save to My Lists
Entry Level Price:Pay As You Go
  • Overview
    Expand/Collapse Overview
    • 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
    • Data Scientist
    • Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 37% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • 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
    213
    Features
    136
    Model Variety
    134
    Machine Learning
    127
    Integrations
    101
    Cons
    Expensive
    75
    Learning Curve
    56
    Performance Issues
    49
    Complexity Issues
    48
    Complexity
    46
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,753,487 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    310,860 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
  • Data Scientist
  • Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 37% Small-Business
  • 33% 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
213
Features
136
Model Variety
134
Machine Learning
127
Integrations
101
Cons
Expensive
75
Learning Curve
56
Performance Issues
49
Complexity Issues
48
Complexity
46
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,753,487 Twitter followers
LinkedIn® Page
www.linkedin.com
310,860 employees on LinkedIn®
Botpress
(367)4.6 out of 5
1st Easiest To Use in Large Language Model Operationalization (LLMOps) software
View top Consulting Services for Botpress
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Botpress is an AI agent platform that empowers individuals and teams of all sizes to build, deploy, and monitor AI-powered agents for various applications. As a pioneer in the chatbot industry, Botpre

    Users
    • CEO
    • Founder
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 78% Small-Business
    • 16% 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.
    • Botpress is a platform for developing AI-powered chatbots, offering features such as a visual flow editor, integrated AI, and multi-channel support.
    • Reviewers appreciate Botpress's user-friendly interface, flexibility, and powerful features, including autonomous nodes for dynamic AI agent creation and an active community for support and innovation.
    • Users mentioned challenges such as a steep learning curve for beginners, lack of tier-one customer support, and issues with integrations with third-party applications.
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Botpress 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
    216
    Features
    123
    Integrations
    121
    Easy Integrations
    114
    Chatbot Development
    112
    Cons
    Learning Curve
    86
    Missing Features
    57
    Limited Features
    54
    Steep Learning Curve
    45
    AI Limitations
    35
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Botpress
    Company Website
    Year Founded
    2017
    HQ Location
    Quebec, QC
    Twitter
    @getbotpress
    2,540 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    62 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Botpress is an AI agent platform that empowers individuals and teams of all sizes to build, deploy, and monitor AI-powered agents for various applications. As a pioneer in the chatbot industry, Botpre

Users
  • CEO
  • Founder
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 78% Small-Business
  • 16% 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.
  • Botpress is a platform for developing AI-powered chatbots, offering features such as a visual flow editor, integrated AI, and multi-channel support.
  • Reviewers appreciate Botpress's user-friendly interface, flexibility, and powerful features, including autonomous nodes for dynamic AI agent creation and an active community for support and innovation.
  • Users mentioned challenges such as a steep learning curve for beginners, lack of tier-one customer support, and issues with integrations with third-party applications.
Botpress 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
216
Features
123
Integrations
121
Easy Integrations
114
Chatbot Development
112
Cons
Learning Curve
86
Missing Features
57
Limited Features
54
Steep Learning Curve
45
AI Limitations
35
Seller Details
Seller
Botpress
Company Website
Year Founded
2017
HQ Location
Quebec, QC
Twitter
@getbotpress
2,540 Twitter followers
LinkedIn® Page
www.linkedin.com
62 employees on LinkedIn®

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Kong Gateway
(266)4.4 out of 5
2nd Easiest To Use in Large Language Model Operationalization (LLMOps) software
View top Consulting Services for Kong Gateway
Save to My Lists
Entry Level Price:Pay As You Go
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    APIs run everything. They enable AI. They’re at the heart of modern applications and customer experiences. But the explosion of APIs and services creates challenges around complexity, scale, complianc

    Users
    • Software Engineer
    • Senior Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 40% Mid-Market
    • 33% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Kong Gateway 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
    54
    API Management
    38
    Security
    36
    Scalability
    29
    Features
    26
    Cons
    Poor Documentation
    26
    API Management
    19
    Developer Portal Issues
    17
    Limited Features
    16
    Complexity
    14
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Kong Inc
    Company Website
    Year Founded
    2017
    HQ Location
    San Francisco, CA
    Twitter
    @thekonginc
    27,077 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    830 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

APIs run everything. They enable AI. They’re at the heart of modern applications and customer experiences. But the explosion of APIs and services creates challenges around complexity, scale, complianc

Users
  • Software Engineer
  • Senior Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 40% Mid-Market
  • 33% Small-Business
Kong Gateway 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
54
API Management
38
Security
36
Scalability
29
Features
26
Cons
Poor Documentation
26
API Management
19
Developer Portal Issues
17
Limited Features
16
Complexity
14
Seller Details
Seller
Kong Inc
Company Website
Year Founded
2017
HQ Location
San Francisco, CA
Twitter
@thekonginc
27,077 Twitter followers
LinkedIn® Page
www.linkedin.com
830 employees on LinkedIn®
AutoGPT
(35)4.5 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.

    AutoGPT is a generalist LLM based AI agent that can autonomously accomplish minor tasks.

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 63% Small-Business
    • 37% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • AutoGPT 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
    Accuracy
    1
    Performance Improvement
    1
    Time-saving
    1
    Cons
    Complex Setup
    1
    Limited Accessibility
    1
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    OpenAI
    Year Founded
    2015
    HQ Location
    San Francisco, CA
    Twitter
    @OpenAI
    4,207,426 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,933 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

AutoGPT is a generalist LLM based AI agent that can autonomously accomplish minor tasks.

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 63% Small-Business
  • 37% Mid-Market
AutoGPT 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
Accuracy
1
Performance Improvement
1
Time-saving
1
Cons
Complex Setup
1
Limited Accessibility
1
Seller Details
Seller
OpenAI
Year Founded
2015
HQ Location
San Francisco, CA
Twitter
@OpenAI
4,207,426 Twitter followers
LinkedIn® Page
www.linkedin.com
1,933 employees on LinkedIn®
Read AutoGPT Reviews
Aporia
(61)4.8 out of 5
Save to My Lists
Free trial available
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Aporia is the leading AI Control Platform, trusted by both emerging tech startups and established Fortune 500 companies to guarantee the privacy, security, and reliability of AI applications. With

    Users
    No information available
    Industries
    • Computer Software
    • Computer & Network Security
    Market Segment
    • 59% Small-Business
    • 31% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Aporia 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
    15
    User Interface
    8
    Features
    7
    Data Analytics
    5
    Easy Integrations
    5
    Cons
    Difficult Learning
    1
    Learning Curve
    1
    Poor Response Quality
    1
    Poor UI
    1
    Time Consumption
    1
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Coralogix
    Year Founded
    2014
    HQ Location
    San Francisco, CA
    Twitter
    @Coralogix
    4,082 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    472 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Aporia is the leading AI Control Platform, trusted by both emerging tech startups and established Fortune 500 companies to guarantee the privacy, security, and reliability of AI applications. With

Users
No information available
Industries
  • Computer Software
  • Computer & Network Security
Market Segment
  • 59% Small-Business
  • 31% Mid-Market
Aporia 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
15
User Interface
8
Features
7
Data Analytics
5
Easy Integrations
5
Cons
Difficult Learning
1
Learning Curve
1
Poor Response Quality
1
Poor UI
1
Time Consumption
1
Seller Details
Seller
Coralogix
Year Founded
2014
HQ Location
San Francisco, CA
Twitter
@Coralogix
4,082 Twitter followers
LinkedIn® Page
www.linkedin.com
472 employees on LinkedIn®
Read Aporia Reviews
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  • Small-Business
Clear Filter
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Market Segments
All Segments
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Mid Market
Enterprise
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Language
Pricing
Type of Operationalization
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Clear All

5 Listings in Small Business Large Language Model Operationalization (LLMOps) Available

  • Sort By:
    G2 Score

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