Top Free Large Language Model Operationalization (LLMOps) Software
Check out our list of free Large Language Model Operationalization (LLMOps) Software. Products featured on this list are the ones that offer a free trial version. As with most free versions, there are limitations, typically time or features.
View Free Large Language Model Operationalization (LLMOps) Software
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28 Large Language Model Operationalization (LLMOps) Products Available
Kong is a cloud-based API management solution designed to help organizations streamline their API operations and enhance their digital experiences. As businesses increasingly rely on APIs to connect s
Users
Software Engineer
Senior Software Engineer
Industries
Computer Software
Information Technology and Services
Market Segment
40% Mid-Market
32% Small-Business
What G2 Users Think
AC
Efficient handling of large volumes of traffic.
Wide range of plugins for customization.
Easy to scale horizontally to meet demand.
... Read review
MV
obviously there are things that are likeable like -
1.the automation process of the deployment of entities and developer portal is great in kong... Read review
Kong is a cloud-based API management solution designed to help organizations streamline their API operations and enhance their digital experiences. As businesses increasingly rely on APIs to connect s
Users
Software Engineer
Senior Software Engineer
Industries
Computer Software
Information Technology and Services
Market Segment
40% Mid-Market
32% Small-Business
AC
Efficient handling of large volumes of traffic.
Wide range of plugins for customization.
Easy to scale horizontally to meet demand.
... Read review
MV
obviously there are things that are likeable like -
1.the automation process of the deployment of entities and developer portal is great in kong... Read review
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
38% Small-Business
34% Enterprise
What G2 Users Think
AA
I am using it on trial basis and overall performance is amazing Read review
KA
The user interface is definitely one of the key strengths of watsonx.ai. They've managed to create a complete suite of AI tools within a platform... Read review
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
38% Small-Business
34% Enterprise
AA
I am using it on trial basis and overall performance is amazing Read review
KA
The user interface is definitely one of the key strengths of watsonx.ai. They've managed to create a complete suite of AI tools within a platform... Read review
IBM® watsonx Orchestrate® puts AI to work for automating complex workflows and processes at scale, without changing your existing systems and tools.
IBM watsonx Orchestrate helps you build, deploy
Users
Software Engineer
Senior Software Engineer
Industries
Information Technology and Services
Computer Software
Market Segment
42% Enterprise
37% Small-Business
What G2 Users Think
IC
Efficient AI tool for creating customised chat bots. It's ability to handle complex conversations and ease of use are it's highlights Read review
MB
I love how well integrated IBM watsonx Assistant is with everything we already have up and running. It’s impressive on the natural language... Read review
IBM® watsonx Orchestrate® puts AI to work for automating complex workflows and processes at scale, without changing your existing systems and tools.
IBM watsonx Orchestrate helps you build, deploy
Users
Software Engineer
Senior Software Engineer
Industries
Information Technology and Services
Computer Software
Market Segment
42% Enterprise
37% Small-Business
IC
Efficient AI tool for creating customised chat bots. It's ability to handle complex conversations and ease of use are it's highlights Read review
MB
I love how well integrated IBM watsonx Assistant is with everything we already have up and running. It’s impressive on the natural language... Read review
Dataiku is the Universal AI Platform, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents. Aggressively agnostic, it
Users
Data Scientist
Data Analyst
Industries
Financial Services
Pharmaceuticals
Market Segment
61% Enterprise
21% Mid-Market
User Sentiment
How are these determined?
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
Dataiku is a platform that manages the entire data pipeline from data preparation to machine learning and deployment, allowing both technical and non-technical users to collaborate.
Users like the platform's ease of use, its ability to manage code and datasets visually, its AI-driven operation, its strong version control, and its no-code feature that aids those uncomfortable with coding.
Users reported issues with the platform feeling heavy for smaller projects, a steep initial learning curve, high licensing costs for small companies, limitations in scalability and integration, performance issues, and a lack of comprehensive documentation and tutorials.
Dataiku is the Universal AI Platform, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents. Aggressively agnostic, it
Users
Data Scientist
Data Analyst
Industries
Financial Services
Pharmaceuticals
Market Segment
61% Enterprise
21% Mid-Market
User Sentiment
How are these determined?
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
Dataiku is a platform that manages the entire data pipeline from data preparation to machine learning and deployment, allowing both technical and non-technical users to collaborate.
Users like the platform's ease of use, its ability to manage code and datasets visually, its AI-driven operation, its strong version control, and its no-code feature that aids those uncomfortable with coding.
Users reported issues with the platform feeling heavy for smaller projects, a steep initial learning curve, high licensing costs for small companies, limitations in scalability and integration, performance issues, and a lack of comprehensive documentation and tutorials.
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
Information Technology and Services
Market Segment
56% Small-Business
34% Mid-Market
What G2 Users Think
JM
according to me the best thing about Aporia is the ease with which one can learn the platform and the different clouds integrated within the... Read review
KP
The GUI is very easy to use and it was very easy to setup setup to monitor models here and also get live alerts. The alerts where sent to slack and... Read review
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
Information Technology and Services
Market Segment
56% Small-Business
34% Mid-Market
JM
according to me the best thing about Aporia is the ease with which one can learn the platform and the different clouds integrated within the... Read review
KP
The GUI is very easy to use and it was very easy to setup setup to monitor models here and also get live alerts. The alerts where sent to slack and... Read review
Botpress is a leading AI platform built for creating and deploying autonomous AI agents at scale. Headquartered in Montreal and trusted by teams in over 190 countries, Botpress gives organizations the
Users
CEO
Founder
Industries
Information Technology and Services
Computer Software
Market Segment
76% Small-Business
15% Mid-Market
User Sentiment
How are these determined?
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 used to assist with sales by providing information to potential leads, allowing users to build chatbots, and integrating with other software.
Reviewers like the user-friendly interface, the ability to create workflows, and the supportive roles of the intern and software developer.
Users mentioned challenges with the initial setup, complexities in certain areas, and difficulties with customer support response times.
Botpress is a leading AI platform built for creating and deploying autonomous AI agents at scale. Headquartered in Montreal and trusted by teams in over 190 countries, Botpress gives organizations the
Users
CEO
Founder
Industries
Information Technology and Services
Computer Software
Market Segment
76% Small-Business
15% Mid-Market
User Sentiment
How are these determined?
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 used to assist with sales by providing information to potential leads, allowing users to build chatbots, and integrating with other software.
Reviewers like the user-friendly interface, the ability to create workflows, and the supportive roles of the intern and software developer.
Users mentioned challenges with the initial setup, complexities in certain areas, and difficulties with customer support response times.
SuperAnnotate is the expert in the loop data platform for building and scaling domain-specific, multimodal AI models. Customizable annotation interfaces and AI-powered automations let your experts con
Users
Student
Industries
Information Technology and Services
Computer Software
Market Segment
63% Small-Business
25% Mid-Market
What G2 Users Think
UA
I've used the free version of SuperAnnotate as an image labeling tool for a small R&D project on image segmentation. The interface is user friendly... Read review
AE
We are a data annotation provider that is 100% EU-based, with colleagues who have a clean criminal record and credit check certification. We have... Read review
SuperAnnotate is the expert in the loop data platform for building and scaling domain-specific, multimodal AI models. Customizable annotation interfaces and AI-powered automations let your experts con
Users
Student
Industries
Information Technology and Services
Computer Software
Market Segment
63% Small-Business
25% Mid-Market
UA
I've used the free version of SuperAnnotate as an image labeling tool for a small R&D project on image segmentation. The interface is user friendly... Read review
AE
We are a data annotation provider that is 100% EU-based, with colleagues who have a clean criminal record and credit check certification. We have... Read review
Founded in 2014 and headquartered in Oakland, California, LaunchDarkly serves over 5,500 enterprises, including a quarter of the Fortune 500. As the industry’s leading end-to-end feature management pl
Users
Software Engineer
Senior Software Engineer
Industries
Computer Software
Information Technology and Services
Market Segment
47% Mid-Market
40% Enterprise
What G2 Users Think
AG
Strong Feature-Flag / Release Control Capabilities
Good Developer & Integration Experience
Improved Velocity, Reduced Risk
High Ratings &... Read review
DZ
I have found the setup process of LaunchDarkly to be smooth and hassle-free, which makes the initial integration seamless. LaunchDarkly provides... Read review
Founded in 2014 and headquartered in Oakland, California, LaunchDarkly serves over 5,500 enterprises, including a quarter of the Fortune 500. As the industry’s leading end-to-end feature management pl
Users
Software Engineer
Senior Software Engineer
Industries
Computer Software
Information Technology and Services
Market Segment
47% Mid-Market
40% Enterprise
AG
Strong Feature-Flag / Release Control Capabilities
Good Developer & Integration Experience
Improved Velocity, Reduced Risk
High Ratings &... Read review
DZ
I have found the setup process of LaunchDarkly to be smooth and hassle-free, which makes the initial integration seamless. LaunchDarkly provides... Read review
TrueFoundry is a unified platform with an enterprise-grade AI Gateway - combining LLM, MCP, and Agent Gateway - to securely manage, route, and govern AI workloads across providers. Its agentic deploym
Users
No information available
Industries
Computer Software
Information Technology and Services
Market Segment
47% Mid-Market
38% Small-Business
What G2 Users Think
RS
Abstracted Kubernetes Pipeline, Cost Savings from Compute Sharing, Customer Support, Ease of Implementation Read review
PN
We evaluated truefoundry as a potential alternative to AWS Sagemaker for hosting ML models. The platform is designed with both novice and... Read review
TrueFoundry is a unified platform with an enterprise-grade AI Gateway - combining LLM, MCP, and Agent Gateway - to securely manage, route, and govern AI workloads across providers. Its agentic deploym
Users
No information available
Industries
Computer Software
Information Technology and Services
Market Segment
47% Mid-Market
38% Small-Business
RS
Abstracted Kubernetes Pipeline, Cost Savings from Compute Sharing, Customer Support, Ease of Implementation Read review
PN
We evaluated truefoundry as a potential alternative to AWS Sagemaker for hosting ML models. The platform is designed with both novice and... Read review
Composio is the leading platform for AI Agent Function Calling, Integrations, and Authentication to help developers build, integrate, and scale AI agents seamlessly. With advanced function-calling inf
Users
No information available
Industries
Financial Services
Market Segment
47% Small-Business
29% Enterprise
What G2 Users Think
AS
My overall experience with Composio was great and I enjoyed it. Its contains many features like Enahnced function calling, seamless integration,... Read review
PP
Constructing our no-code AI automation platform, connecting Gmail and Drive was a barrier. Handling authentication flows seemed daunting until we... Read review
Composio is the leading platform for AI Agent Function Calling, Integrations, and Authentication to help developers build, integrate, and scale AI agents seamlessly. With advanced function-calling inf
Users
No information available
Industries
Financial Services
Market Segment
47% Small-Business
29% Enterprise
AS
My overall experience with Composio was great and I enjoyed it. Its contains many features like Enahnced function calling, seamless integration,... Read review
PP
Constructing our no-code AI automation platform, connecting Gmail and Drive was a barrier. Handling authentication flows seemed daunting until we... Read review
Carbon is the fastest way to connect external data to LLMs, no matter the source.
Our universal retrieval engine allows Large Language Models (LLMs) to search for relevant content across multimedia f
Users
No information available
Industries
Information Technology and Services
Computer Software
Market Segment
97% Small-Business
3% Mid-Market
What G2 Users Think
GF
So one thing to understand is that the core of our AI model is long-term memory, which is comprised of conversations, documents, websites, and any... Read review
XL
So we were one of the early adopters of Carbon which may be a bias since it is likely the reason why our favourite part of their company is their... Read review
Carbon is the fastest way to connect external data to LLMs, no matter the source.
Our universal retrieval engine allows Large Language Models (LLMs) to search for relevant content across multimedia f
Users
No information available
Industries
Information Technology and Services
Computer Software
Market Segment
97% Small-Business
3% Mid-Market
GF
So one thing to understand is that the core of our AI model is long-term memory, which is comprised of conversations, documents, websites, and any... Read review
XL
So we were one of the early adopters of Carbon which may be a bias since it is likely the reason why our favourite part of their company is their... Read review
Versori is an Agentic AI Integration and Workflow Automation Platform designed to help organizations streamline the connection, transformation, and synchronization of data across complex systems. By l
Users
No information available
Industries
Information Technology and Services
Market Segment
57% Small-Business
43% Mid-Market
What G2 Users Think
MC
I've found Versori to be a resourceful group. Most integration situations have been rather straightforward; but in those other situations, their... Read review
Versori is an Agentic AI Integration and Workflow Automation Platform designed to help organizations streamline the connection, transformation, and synchronization of data across complex systems. By l
Users
No information available
Industries
Information Technology and Services
Market Segment
57% Small-Business
43% Mid-Market
MC
I've found Versori to be a resourceful group. Most integration situations have been rather straightforward; but in those other situations, their... Read review
elvex is an AI enablement platform designed to empower organizations to leverage the capabilities of generative AI without the associated complexities. This platform aims to democratize access to AI t
Users
No information available
Industries
Computer Software
Market Segment
67% Mid-Market
22% Enterprise
What G2 Users Think
UH
I like that you can instantly integrate to my business data for better answers. elvex even produces data visuals in any chart you can think of. The... Read review
RA
I'm in marketing so I mostly use elvex to help build out large campaign briefs which are used cross functionally and are comprised of several... Read review
elvex is an AI enablement platform designed to empower organizations to leverage the capabilities of generative AI without the associated complexities. This platform aims to democratize access to AI t
Users
No information available
Industries
Computer Software
Market Segment
67% Mid-Market
22% Enterprise
UH
I like that you can instantly integrate to my business data for better answers. elvex even produces data visuals in any chart you can think of. The... Read review
RA
I'm in marketing so I mostly use elvex to help build out large campaign briefs which are used cross functionally and are comprised of several... Read review
Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow o
Users
No information available
Industries
Computer Software
Information Technology and Services
Market Segment
62% Small-Business
26% Mid-Market
What G2 Users Think
RT
Clarifai's advanced AI models for picture identification, scene description, and text extraction are extremely accurate and efficient. Its... Read review
UH
The best thing I liked is how fast and easy it is to use. I didn’t need to write too much code and still I could train and deploy a model for my... Read review
Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow o
Users
No information available
Industries
Computer Software
Information Technology and Services
Market Segment
62% Small-Business
26% Mid-Market
RT
Clarifai's advanced AI models for picture identification, scene description, and text extraction are extremely accurate and efficient. Its... Read review
UH
The best thing I liked is how fast and easy it is to use. I didn’t need to write too much code and still I could train and deploy a model for my... Read review
Freeplay is the AI development platform that empowers entire teams—not just engineers—to confidently build, test, and optimize AI-powered products faster and at enterprise scale.
Users
No information available
Industries
No information available
Market Segment
40% Mid-Market
40% Small-Business
What G2 Users Think
UC
We've been using Freeplay for a few months now and it has substantially cut down the time it takes us to ship and maintain AI features. It hooks... Read review
PK
Freeplay has been an essential tool in shaping our AI prompts. It’s made testing fast and intuitive, and helped us confidently set up evaluations... Read review
Freeplay is the AI development platform that empowers entire teams—not just engineers—to confidently build, test, and optimize AI-powered products faster and at enterprise scale.
Users
No information available
Industries
No information available
Market Segment
40% Mid-Market
40% Small-Business
UC
We've been using Freeplay for a few months now and it has substantially cut down the time it takes us to ship and maintain AI features. It hooks... Read review
PK
Freeplay has been an essential tool in shaping our AI prompts. It’s made testing fast and intuitive, and helped us confidently set up evaluations... Read review
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