RagaAI Build + Test
Empowering AI Agent Development

RagaAI Build + Test
Empowering AI Agent Development

Build and deploy reliable AI Agents at scale with RagaAI's comprehensive platform. Reduce AI Risk by 99% and get to market 3x faster.

Build and deploy reliable AI Agents at scale with RagaAI's comprehensive platform. Reduce AI Risk by 99% and get to market 3x faster.

Build and deploy reliable AI Agents at scale with RagaAI's comprehensive platform. Reduce AI Risk by 99% and get to market 3x faster.

Build and deploy reliable AI Agents at scale with RagaAI's comprehensive platform. Reduce AI Risk by 99% and get to market 3x faster.

99

%

Reduction in AI Risk

3

X

Faster Time to Market

99

%

Uptime Reliability

RagaAI® is Trusted by AI leaders globally

Challenges vs Solutions

How RagaAI transforms complex agentic application development challenges into streamlined success.

How RagaAI transforms complex agentic application development challenges into streamlined success.

How RagaAI transforms complex agentic application development challenges into streamlined success.

How RagaAI transforms complex agentic application development challenges into streamlined success.

Without RagaAI

With RagaAI

Struggle with Data & System Integration

Siloed, complex data hindering training and quality. Difficult to connect with legacy systems and scale with data growth. Deep expertise required to choose frameworks and protocols.

Struggle with Data & System Integration

Siloed, complex data hindering training and quality. Difficult to connect with legacy systems and scale with data growth. Deep expertise required to choose frameworks and protocols.

Struggle with Data & System Integration

Siloed, complex data hindering training and quality. Difficult to connect with legacy systems and scale with data growth. Deep expertise required to choose frameworks and protocols.

Unified Architecture Solution

Unified data pipelines and seamless integrations for clean, connected training data. Modular, scalable architecture with smooth legacy system integration. Pre-built frameworks and expert guidance for fast, reliable architecture decisions.

Unified Architecture Solution

Unified data pipelines and seamless integrations for clean, connected training data. Modular, scalable architecture with smooth legacy system integration. Pre-built frameworks and expert guidance for fast, reliable architecture decisions.

Unified Architecture Solution

Unified data pipelines and seamless integrations for clean, connected training data. Modular, scalable architecture with smooth legacy system integration. Pre-built frameworks and expert guidance for fast, reliable architecture decisions.

Security & Reliability Challenges

Complex management of access and adherence to policies. Difficult to design robust systems and handle model hallucinations. Lack of testing leads to high risk.

Security & Reliability Challenges

Complex management of access and adherence to policies. Difficult to design robust systems and handle model hallucinations. Lack of testing leads to high risk.

Security & Reliability Challenges

Complex management of access and adherence to policies. Difficult to design robust systems and handle model hallucinations. Lack of testing leads to high risk.

Enterprise-Grade Safeguards

Built-in guardrails and policy-aligned access control for compliance. Proven architecture patterns and tools to reduce hallucinations and increase robustness. Comprehensive testing layer catches 95% of issues pre-launch, reducing AI risk by 99%.

Enterprise-Grade Safeguards

Built-in guardrails and policy-aligned access control for compliance. Proven architecture patterns and tools to reduce hallucinations and increase robustness. Comprehensive testing layer catches 95% of issues pre-launch, reducing AI risk by 99%.

Enterprise-Grade Safeguards

Built-in guardrails and policy-aligned access control for compliance. Proven architecture patterns and tools to reduce hallucinations and increase robustness. Comprehensive testing layer catches 95% of issues pre-launch, reducing AI risk by 99%.

Operational Efficiency Challenges

Challenging to show value and deploy quickly. Complex orchestration of workflows and agent management. Difficult to pinpoint problems in complex agent systems.

Operational Efficiency Challenges

Challenging to show value and deploy quickly. Complex orchestration of workflows and agent management. Difficult to pinpoint problems in complex agent systems.

Operational Efficiency Challenges

Challenging to show value and deploy quickly. Complex orchestration of workflows and agent management. Difficult to pinpoint problems in complex agent systems.

Streamlined Management Platform

Accelerated build cycles and clear ROI from automation-driven use cases. End-to-end management tools for agent workflows, monitoring, and scaling. Real-time observability and testing tools to quickly detect and fix issues.

Streamlined Management Platform

Accelerated build cycles and clear ROI from automation-driven use cases. End-to-end management tools for agent workflows, monitoring, and scaling. Real-time observability and testing tools to quickly detect and fix issues.

Streamlined Management Platform

Accelerated build cycles and clear ROI from automation-driven use cases. End-to-end management tools for agent workflows, monitoring, and scaling. Real-time observability and testing tools to quickly detect and fix issues.

Feature

Our End-to-End Offering: "Build + Test"

Our End-to-End Offering: "Build + Test"

Our End-to-End Offering: "Build + Test"

Our End-to-End Offering: "Build + Test"

Increase agent development with intuitive tools and expert support. Ensure safety, performance, and reliability with enterprise-grade testing and real-time evaluation.

Increase agent development with intuitive tools and expert support. Ensure safety, performance, and reliability with enterprise-grade testing and real-time evaluation.

Increase agent development with intuitive tools and expert support. Ensure safety, performance, and reliability with enterprise-grade testing and real-time evaluation.

Increase agent development with intuitive tools and expert support. Ensure safety, performance, and reliability with enterprise-grade testing and real-time evaluation.

1

Build with RagaAI

Accelerate agent development with expert support and intuitive tools.

RagaAI Canvas

A drag-and-drop platform designed to help you build agentic applications quickly. It offers ready-to-use templates and frameworks for rapid setup, allows seamless integration of existing data, supports end-to-end flow testing, and helps manage data fragmentation and architecture design with ease.

RagaAI Canvas

A drag-and-drop platform designed to help you build agentic applications quickly. It offers ready-to-use templates and frameworks for rapid setup, allows seamless integration of existing data, supports end-to-end flow testing, and helps manage data fragmentation and architecture design with ease.

RagaAI Canvas

A drag-and-drop platform designed to help you build agentic applications quickly. It offers ready-to-use templates and frameworks for rapid setup, allows seamless integration of existing data, supports end-to-end flow testing, and helps manage data fragmentation and architecture design with ease.

RagaAI BuildPros

Our team of AI experts is available to build agents for you, bringing together AI/ML engineers, data scientists, solution architects, and more. We offer specialized support to tackle complex development, security, compliance, integration, and operational challenges.

RagaAI BuildPros

Our team of AI experts is available to build agents for you, bringing together AI/ML engineers, data scientists, solution architects, and more. We offer specialized support to tackle complex development, security, compliance, integration, and operational challenges.

RagaAI BuildPros

Our team of AI experts is available to build agents for you, bringing together AI/ML engineers, data scientists, solution architects, and more. We offer specialized support to tackle complex development, security, compliance, integration, and operational challenges.

Real-Time AI Insights

Rapidly launch ROI-driven use-cases, automate workflows, optimize costs, and gain a competitive edge through smarter, real-time insights.

Real-Time AI Insights

Rapidly launch ROI-driven use-cases, automate workflows, optimize costs, and gain a competitive edge through smarter, real-time insights.

Real-Time AI Insights

Rapidly launch ROI-driven use-cases, automate workflows, optimize costs, and gain a competitive edge through smarter, real-time insights.

2

Test, Evaluate & Manage with RagaAI

Enhance quality and enforce real-time safeguards.

Comprehensive Testing

Catch 95% of issues pre-launch. 50+ instant metrics, scores, and insights for fast debugging.

Comprehensive Testing

Catch 95% of issues pre-launch. 50+ instant metrics, scores, and insights for fast debugging.

Comprehensive Testing

Catch 95% of issues pre-launch. 50+ instant metrics, scores, and insights for fast debugging.

RagaAI Catalyst

A comprehensive evaluation layer for text, voice, and video agents, offering low-code interaction tracing, 50+ automated metrics, customizable evaluations, easy A/B testing, prompt calibration, and fine-tuning support.

RagaAI Catalyst

A comprehensive evaluation layer for text, voice, and video agents, offering low-code interaction tracing, 50+ automated metrics, customizable evaluations, easy A/B testing, prompt calibration, and fine-tuning support.

RagaAI Catalyst

A comprehensive evaluation layer for text, voice, and video agents, offering low-code interaction tracing, 50+ automated metrics, customizable evaluations, easy A/B testing, prompt calibration, and fine-tuning support.

Real-time Safety & Observability

RagaAI provides proactive red-teaming to probe LLMs for vulnerabilities like injection, evasion, and exfiltration. With 30+ real-time guardrails (<1 sec latency), it instantly detects sensitive data (PHI, PII), toxicity, and secrets, while comprehensive observability tracks costs, token usage, and alerts across users and projects.

Real-time Safety & Observability

RagaAI provides proactive red-teaming to probe LLMs for vulnerabilities like injection, evasion, and exfiltration. With 30+ real-time guardrails (<1 sec latency), it instantly detects sensitive data (PHI, PII), toxicity, and secrets, while comprehensive observability tracks costs, token usage, and alerts across users and projects.

Real-time Safety & Observability

RagaAI provides proactive red-teaming to probe LLMs for vulnerabilities like injection, evasion, and exfiltration. With 30+ real-time guardrails (<1 sec latency), it instantly detects sensitive data (PHI, PII), toxicity, and secrets, while comprehensive observability tracks costs, token usage, and alerts across users and projects.

Management & CI/CD

RagaAI integrates with CI/CD systems, ensuring 99.9% uptime with real-time monitoring. Key features include versioning, A/B testing, and auto evaluations.

Management & CI/CD

RagaAI integrates with CI/CD systems, ensuring 99.9% uptime with real-time monitoring. Key features include versioning, A/B testing, and auto evaluations.

Management & CI/CD

RagaAI integrates with CI/CD systems, ensuring 99.9% uptime with real-time monitoring. Key features include versioning, A/B testing, and auto evaluations.

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."

    Sr. Machine Learning @ Pinterest

  • "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

Get Started With RagaAI®

Book a Demo

Schedule a call with AI Testing Experts

Get Started With RagaAI®

Book a Demo

Schedule a call with AI Testing Experts

Get Started With RagaAI®

Book a Demo

Schedule a call with AI Testing Experts

Get Started With RagaAI®

Book a Demo

Schedule a call with AI Testing Experts