✨ Announcing new and more powerful RagaAI Catalyst, check out the features ✨
✨ Announcing new and more powerful RagaAI Catalyst, check out the features ✨
✨ Announcing new and more powerful RagaAI Catalyst, check out the features ✨
Observe, Evaluate and Debug AI Agents with RagaAI® Catalyst
Observe, Evaluate and Debug AI Agents with RagaAI® Catalyst
Observe, Evaluate and Debug AI Agents with RagaAI® Catalyst
Observe, Evaluate and Debug AI Agents with RagaAI® Catalyst
RagaAI Catalyst helps you evaluate all stages of Agentic AI workflows and deploy with confidence.
RagaAI Catalyst helps you evaluate all stages of Agentic AI workflows and deploy with confidence.
RagaAI Catalyst helps you evaluate all stages of Agentic AI workflows and deploy with confidence.
RagaAI Catalyst helps you evaluate all stages of Agentic AI workflows and deploy with confidence.
RagaAI® is Trusted by AI leaders globally
Features of RagaAI Catalyst
Features of RagaAI Catalyst
Features of RagaAI Catalyst
Features of RagaAI Catalyst
Observe
Visualize trace data and execution graphs in a user-friendly dashboard.
Observe
Visualize trace data and execution graphs in a user-friendly dashboard.
Debug
Instrument and monitor tools and agents for deeper insights.
Debug
Instrument and monitor tools and agents for deeper insights.
Evaluate
Enhance AI performance with built-in evaluation tools.
Evaluate
Enhance AI performance with built-in evaluation tools.
Agentic Testing
Agentic Testing, Simplified: Debug, Optimize & Scale with Confidence
Agentic Testing, Simplified: Debug, Optimize & Scale with Confidence
Agentic Testing, Simplified: Debug, Optimize & Scale with Confidence
Agentic Testing, Simplified: Debug, Optimize & Scale with Confidence
Gain deep insights into agentic applications with automated trace analysis, custom metrics, and seamless experiment management.
Gain deep insights into agentic applications with automated trace analysis, custom metrics, and seamless experiment management.
Gain deep insights into agentic applications with automated trace analysis, custom metrics, and seamless experiment management.
Gain deep insights into agentic applications with automated trace analysis, custom metrics, and seamless experiment management.
Comprehensive Trace Logging
Gain full transparency by logging LLM calls, user chats & tools. Drill down into spans to pinpoint issues & optimize workflows.
Learn More
Evaluation for Each Step of Your Agent
Evaluate all steps - planning quality, memory retention, tool integration, goal fulfilment, & standard quality/safety checks.
Learn More
Enterprise Grade Experiment Management
Manage experiments in structured projects with detailed run overviews, comparisons, and customizable analytics.
Learn More
Comprehensive Trace Logging
Gain full transparency by logging LLM calls, user chats & tools. Drill down into spans to pinpoint issues & optimize workflows.
Learn More
Evaluation for Each Step of Your Agent
Evaluate all steps - planning quality, memory retention, tool integration, goal fulfilment, & standard quality/safety checks.
Learn More
Enterprise Grade Experiment Management
Manage experiments in structured projects with detailed run overviews, comparisons, and customizable analytics.
Learn More
Comprehensive Trace Logging
Gain full transparency by logging LLM calls, user chats & tools. Drill down into spans to pinpoint issues & optimize workflows.
Learn More
Evaluation for Each Step of Your Agent
Evaluate all steps - planning quality, memory retention, tool integration, goal fulfilment, & standard quality/safety checks.
Learn More
Enterprise Grade Experiment Management
Manage experiments in structured projects with detailed run overviews, comparisons, and customizable analytics.
Learn More
Comprehensive Trace Logging
Gain full transparency by logging LLM calls, user chats & tools. Drill down into spans to pinpoint issues & optimize workflows.
Learn More
Evaluation for Each Step of Your Agent
Evaluate all steps - planning quality, memory retention, tool integration, goal fulfilment, & standard quality/safety checks.
Learn More
Enterprise Grade Experiment Management
Manage experiments in structured projects with detailed run overviews, comparisons, and customizable analytics.
Learn More
More Features
Visualize, Monitor and Enhance with RagaAI Catalyst
Visualize, Monitor and Enhance with RagaAI Catalyst
Visualize, Monitor and Enhance with RagaAI Catalyst
Visualize, Monitor and Enhance with RagaAI Catalyst
RagaAI Catalyst is a sophisticated platform optimized for AI observability, monitoring and evaluation, improving your development journey.
RagaAI Catalyst is a sophisticated platform optimized for AI observability, monitoring and evaluation, improving your development journey.
RagaAI Catalyst is a sophisticated platform optimized for AI observability, monitoring and evaluation, improving your development journey.
RagaAI Catalyst is a sophisticated platform optimized for AI observability, monitoring and evaluation, improving your development journey.
RagaAI Guardrails: Secure, Reliable LLM Outputs
Secure AI with RagaAI Guardrails. Ensure context-accurate, reliable LLM responses, optimized for speed and quality, reducing risks and enhancing trust.
Context-aware for reliable responses
Real-time protection against hallucinations and many metrics
Learn More
RagaAI Guardrails: Secure, Reliable LLM Outputs
Secure AI with RagaAI Guardrails. Ensure context-accurate, reliable LLM responses, optimized for speed and quality, reducing risks and enhancing trust.
Context-aware for reliable responses
Real-time protection against hallucinations and many metrics
Learn More
RagaAI Guardrails: Secure, Reliable LLM Outputs
Secure AI with RagaAI Guardrails. Ensure context-accurate, reliable LLM responses, optimized for speed and quality, reducing risks and enhancing trust.
Context-aware for reliable responses
Real-time protection against hallucinations and many metrics
Learn More
Finetuning
Don't agree with your LLMs? With RagaAI Catalyst, easily integrate human feedback, scores and annotations in the pipeline to re-train metrics and improve output quality iteratively.
Correct platform-generated metric scores directly in the UI.
Correct platform-generated metric scores directly in the UI.
Use corrections to create few-shot explanations for LLMs.
Use corrections to create few-shot explanations for LLMs.
Create annotation queues for seamless review & collaboration.
Create annotation queues for seamless review & collaboration.
Learn More
Custom Metrics
Agentic AI isn't one-size-fits-all. Define your evaluation logic in simple steps to ensure thorough testing for your specific use cases.
Use system prompts & Python logic to define custom checks.
Use system prompts & Python logic to define custom checks.
Deploy custom metrics on-platform for dataset evaluation.
Deploy custom metrics on-platform for dataset evaluation.
Improve metrics using human feedback & few-shot examples.
Improve metrics using human feedback & few-shot examples.
Learn More
Synthetic Data Generation
Generate context-aware synthetic data tailored to your needs. Customize schemas, models, and scenarios for precise dataset creation.
Build datasets with unmatched accuracy.
Build datasets with unmatched accuracy.
Seamlessly integrate with your database and build datasets.
Seamlessly integrate with your database and build datasets.
Scale effortlessly with advanced AI models.
Scale effortlessly with advanced AI models.
Learn More
Optimize LLM Testing with Speed and Precision
Design, test and refine prompts in one place. RagaAI Catalyst streamlines prompt engineering with rapid iterations, efficient management and performance evaluation.
Compare multiple LLMs & Configurations to find the best fit.
Test and refine prompts fast with feedback & versioning.
Analyse & optimize prompt performance with evaluation tools.
Learn More
Optimize LLM Testing with Speed and Precision
Design, test and refine prompts in one place. RagaAI Catalyst streamlines prompt engineering with rapid iterations, efficient management and performance evaluation.
Compare multiple LLMs & Configurations to find the best fit.
Test and refine prompts fast with feedback & versioning.
Analyse & optimize prompt performance with evaluation tools.
Learn More
Optimize LLM Testing with Speed and Precision
Design, test and refine prompts in one place. RagaAI Catalyst streamlines prompt engineering with rapid iterations, efficient management and performance evaluation.
Compare multiple LLMs & Configurations to find the best fit.
Test and refine prompts fast with feedback & versioning.
Analyse & optimize prompt performance with evaluation tools.
Learn More
Synthetic Data Generation
Generate context-aware synthetic data tailored to your needs. Customize schemas, models, and scenarios for precise dataset creation.
Build datasets with unmatched accuracy.
Seamlessly integrate with your database and build datasets
Scale effortlessly with advanced AI models.
Learn More
Synthetic Data Generation
Generate context-aware synthetic data tailored to your needs. Customize schemas, models, and scenarios for precise dataset creation.
Build datasets with unmatched accuracy.
Seamlessly integrate with your database and build datasets
Scale effortlessly with advanced AI models.
Learn More
Synthetic Data Generation
Generate context-aware synthetic data tailored to your needs. Customize schemas, models, and scenarios for precise dataset creation.
Build datasets with unmatched accuracy.
Seamlessly integrate with your database and build datasets
Scale effortlessly with advanced AI models.
Learn More
Finetuning
Don't agree with your LLMs? With RagaAI Catalyst, easily integrate human feedback, scores and annotations in the pipeline to re-train metrics and improve output quality iteratively.
Correct platform-generated metric scores directly in the UI.
Use corrections to create few-shot explanations for LLMs.
Create annotation queues for seamless review & collaboration.
Learn More
Finetuning
Don't agree with your LLMs? With RagaAI Catalyst, easily integrate human feedback, scores and annotations in the pipeline to re-train metrics and improve output quality iteratively.
Correct platform-generated metric scores directly in the UI.
Use corrections to create few-shot explanations for LLMs.
Create annotation queues for seamless review & collaboration.
Learn More
Finetuning
Don't agree with your LLMs? With RagaAI Catalyst, easily integrate human feedback, scores and annotations in the pipeline to re-train metrics and improve output quality iteratively.
Correct platform-generated metric scores directly in the UI.
Use corrections to create few-shot explanations for LLMs.
Create annotation queues for seamless review & collaboration.
Learn More
Custom Metrics
Agentic AI isn't one-size-fits-all. Define your evaluation logic in simple steps to ensure thorough testing for your specific use cases.
Use system prompts & Python logic to define custom checks.
Deploy custom metrics on-platform for dataset evaluation.
Improve metrics using human feedback & few-shot examples.
Learn More
Custom Metrics
Agentic AI isn't one-size-fits-all. Define your evaluation logic in simple steps to ensure thorough testing for your specific use cases.
Use system prompts & Python logic to define custom checks.
Deploy custom metrics on-platform for dataset evaluation.
Improve metrics using human feedback & few-shot examples.
Learn More
Custom Metrics
Agentic AI isn't one-size-fits-all. Define your evaluation logic in simple steps to ensure thorough testing for your specific use cases.
Use system prompts & Python logic to define custom checks.
Deploy custom metrics on-platform for dataset evaluation.
Improve metrics using human feedback & few-shot examples.
Learn More
RagaAI Guardrails: Secure, Reliable LLM Outputs
Secure AI with RagaAI Guardrails. Ensure context-accurate, reliable LLM responses, optimized for speed and quality, reducing risks and enhancing trust.
Context-aware for reliable responses
Context-aware for reliable responses
Test, and iterate prompts for better performance.
Test, and iterate prompts for better performance.
Learn More
Optimize LLM Testing with Speed and Precision
Design, test and refine prompts in one place. RagaAI Catalyst streamlines prompt engineering with rapid iterations, efficient management and performance evaluation.
Compare multiple LLMs & Configurations to find the best fit.
Compare multiple LLMs & Configurations to find the best fit.
Test and refine prompts fast with feedback & versioning.
Test and refine prompts fast with feedback & versioning.
Analyse & optimize prompt performance with evaluation tools.
Analyse & optimize prompt performance with evaluation tools.
Learn More
Customize and deploy using our open source github repository
Customize and deploy using our open source github repository
We value transparency
We value transparency
What Our Partners Say
“Having worked extensively in AI and LLMs, I recognize the significance of robust LLM evaluation tools. RagaAI Evaluation and Guardrail Suite for LLMs and RAG Applications is a key step forward with its comprehensiveness & open source while enterprise ready offering and emphasis on reliability and bias evaluation. A top choice for AI developers and enterprises."
"Leading the Geometric Media Lab at ASU, I'm constantly exploring new methodologies in Generative AI and LLMs. RagaAI’s open source offering for LLMs and RAG Applications aligns seamlessly with our research and developer goals, offering a robust framework for evaluating complex AI systems. A must-have tool for any serious researcher and open source community." Views are personal & don't represent the organization.
Professor and Director at School of Arts, Media and Engineering, Arizona State University
"In this era of exponential AI advancement, I've witnessed that there is a crucial gap in the testing of AI. RagaAI now fills that gap, utilizing the best practices from software development and testing processes combined with ground breaking innovations to address this issue with AI testing. This transformation sets a gold standard for comprehensive AI testing, ensuring robustness and reliability of AI."
Ankit Bhati
Co-Founder, OLA & Amnic
"Satsure is a pioneer in Earth Observation and geospatial imaging. Issues such as Labelling quality have been a challenging problem in building high quality AI models. RagaAI’s automated suite of tests has enabled us to solve our data and AI models issues and improve our model accuracy significantly."
Divya Sharma
Vice President & Head of Data Science, Satsure
"In my experience, AI failures are more widespread than commonly acknowledged. RagaAI uniquely offers a comprehensive and multimodal testing platform supporting Language Learning Models (LLMs), computer vision, and tabular data—precisely meeting the industry's needs to address these prevalent challenges."
Anand Gopalan
CEO & Co-Founder, Vayu Robotics
"As a company who provides video telematics solution to vehicles at scale, we need to ensure that our AI is working optimally and without issues across the whole spectrum of vehicles. RagaAI has been instrumental in helping us do this. Their wide range of offerings including A/B testing, pipeline testing, etc. at scale along with the committed support is accelerating us as a company to achieve the above goals."
Mithun Uliyar
Co-Founder & Head of Data Science, LightMetrics
“Having worked extensively in AI and LLMs, I recognize the significance of robust LLM evaluation tools. RagaAI Evaluation and Guardrail Suite for LLMs and RAG Applications is a key step forward with its comprehensiveness & open source while enterprise ready offering and emphasis on reliability and bias evaluation. A top choice for AI developers and enterprises."
"Leading the Geometric Media Lab at ASU, I'm constantly exploring new methodologies in Generative AI and LLMs. RagaAI’s open source offering for LLMs and RAG Applications aligns seamlessly with our research and developer goals, offering a robust framework for evaluating complex AI systems. A must-have tool for any serious researcher and open source community." Views are personal & don't represent the organization.
Professor and Director at School of Arts, Media and Engineering, Arizona State University
"In this era of exponential AI advancement, I've witnessed that there is a crucial gap in the testing of AI. RagaAI now fills that gap, utilizing the best practices from software development and testing processes combined with ground breaking innovations to address this issue with AI testing. This transformation sets a gold standard for comprehensive AI testing, ensuring robustness and reliability of AI."
Ankit Bhati
Co-Founder, OLA & Amnic
"Satsure is a pioneer in Earth Observation and geospatial imaging. Issues such as Labelling quality have been a challenging problem in building high quality AI models. RagaAI’s automated suite of tests has enabled us to solve our data and AI models issues and improve our model accuracy significantly."
Divya Sharma
Vice President & Head of Data Science, Satsure
"In my experience, AI failures are more widespread than commonly acknowledged. RagaAI uniquely offers a comprehensive and multimodal testing platform supporting Language Learning Models (LLMs), computer vision, and tabular data—precisely meeting the industry's needs to address these prevalent challenges."
Anand Gopalan
CEO & Co-Founder, Vayu Robotics
"As a company who provides video telematics solution to vehicles at scale, we need to ensure that our AI is working optimally and without issues across the whole spectrum of vehicles. RagaAI has been instrumental in helping us do this. Their wide range of offerings including A/B testing, pipeline testing, etc. at scale along with the committed support is accelerating us as a company to achieve the above goals."
Mithun Uliyar
Co-Founder & Head of Data Science, LightMetrics
“Having worked extensively in AI and LLMs, I recognize the significance of robust LLM evaluation tools. RagaAI Evaluation and Guardrail Suite for LLMs and RAG Applications is a key step forward with its comprehensiveness & open source while enterprise ready offering and emphasis on reliability and bias evaluation. A top choice for AI developers and enterprises."
"Leading the Geometric Media Lab at ASU, I'm constantly exploring new methodologies in Generative AI and LLMs. RagaAI’s open source offering for LLMs and RAG Applications aligns seamlessly with our research and developer goals, offering a robust framework for evaluating complex AI systems. A must-have tool for any serious researcher and open source community." Views are personal & don't represent the organization.
Professor and Director at School of Arts, Media and Engineering, Arizona State University
"In this era of exponential AI advancement, I've witnessed that there is a crucial gap in the testing of AI. RagaAI now fills that gap, utilizing the best practices from software development and testing processes combined with ground breaking innovations to address this issue with AI testing. This transformation sets a gold standard for comprehensive AI testing, ensuring robustness and reliability of AI."
Ankit Bhati
Co-Founder, OLA & Amnic
"Satsure is a pioneer in Earth Observation and geospatial imaging. Issues such as Labelling quality have been a challenging problem in building high quality AI models. RagaAI’s automated suite of tests has enabled us to solve our data and AI models issues and improve our model accuracy significantly."
Divya Sharma
Vice President & Head of Data Science, Satsure
"In my experience, AI failures are more widespread than commonly acknowledged. RagaAI uniquely offers a comprehensive and multimodal testing platform supporting Language Learning Models (LLMs), computer vision, and tabular data—precisely meeting the industry's needs to address these prevalent challenges."
Anand Gopalan
CEO & Co-Founder, Vayu Robotics
"As a company who provides video telematics solution to vehicles at scale, we need to ensure that our AI is working optimally and without issues across the whole spectrum of vehicles. RagaAI has been instrumental in helping us do this. Their wide range of offerings including A/B testing, pipeline testing, etc. at scale along with the committed support is accelerating us as a company to achieve the above goals."
Mithun Uliyar
Co-Founder & Head of Data Science, LightMetrics
“Having worked extensively in AI and LLMs, I recognize the significance of robust LLM evaluation tools. RagaAI Evaluation and Guardrail Suite for LLMs and RAG Applications is a key step forward with its comprehensiveness & open source while enterprise ready offering and emphasis on reliability and bias evaluation. A top choice for AI developers and enterprises."
"Leading the Geometric Media Lab at ASU, I'm constantly exploring new methodologies in Generative AI and LLMs. RagaAI’s open source offering for LLMs and RAG Applications aligns seamlessly with our research and developer goals, offering a robust framework for evaluating complex AI systems. A must-have tool for any serious researcher and open source community." Views are personal & don't represent the organization.
Professor and Director at School of Arts, Media and Engineering, Arizona State University
"In this era of exponential AI advancement, I've witnessed that there is a crucial gap in the testing of AI. RagaAI now fills that gap, utilizing the best practices from software development and testing processes combined with ground breaking innovations to address this issue with AI testing. This transformation sets a gold standard for comprehensive AI testing, ensuring robustness and reliability of AI."
Ankit Bhati
Co-Founder, OLA & Amnic
"Satsure is a pioneer in Earth Observation and geospatial imaging. Issues such as Labelling quality have been a challenging problem in building high quality AI models. RagaAI’s automated suite of tests has enabled us to solve our data and AI models issues and improve our model accuracy significantly."
Divya Sharma
Vice President & Head of Data Science, Satsure
"In my experience, AI failures are more widespread than commonly acknowledged. RagaAI uniquely offers a comprehensive and multimodal testing platform supporting Language Learning Models (LLMs), computer vision, and tabular data—precisely meeting the industry's needs to address these prevalent challenges."
Anand Gopalan
CEO & Co-Founder, Vayu Robotics
"As a company who provides video telematics solution to vehicles at scale, we need to ensure that our AI is working optimally and without issues across the whole spectrum of vehicles. RagaAI has been instrumental in helping us do this. Their wide range of offerings including A/B testing, pipeline testing, etc. at scale along with the committed support is accelerating us as a company to achieve the above goals."
Mithun Uliyar
Co-Founder & Head of Data Science, LightMetrics
Recommended Resources
Recommended Resources
RagaAI's Slack Community
RagaAI's Slack Community
Join our Slack community for the most latest updates and support.
Join our Slack community for the most latest updates and support.
Get Started With RagaAI®
Book a Demo
Schedule a call with AI Testing Experts
691 S Milpitas Blvd, Suite 217, Milpitas, CA 95035
United States
Copyright © RagaAI | 2025
Get Started With RagaAI®
Book a Demo
Schedule a call with AI Testing Experts
691 S Milpitas Blvd, Suite 217, Milpitas, CA 95035
United States
Copyright © RagaAI | 2025
Get Started With RagaAI®
Book a Demo
Schedule a call with AI Testing Experts
691 S Milpitas Blvd, Suite 217, Milpitas, CA 95035
United States
Copyright © RagaAI | 2025
Get Started With RagaAI®
Book a Demo
Schedule a call with AI Testing Experts
691 S Milpitas Blvd, Suite 217, Milpitas, CA 95035
United States
Copyright © RagaAI | 2025