One home for building and monitoring agents
Prism
Build the best quality data products
Clean and curate your data by using 100+ data quality tests such as detecting drift, outliers, imbalance, and labelling errors.
Prism
Build the best quality data products
Clean and curate your data by using 70+ data quality tests such as detecting drift, outliers, imbalance, and labelling errors.
Prism
Build the best quality data products
Clean and curate your data by using 100+ data quality tests such as detecting drift, outliers, imbalance, and labelling errors.
Canvas
Build framework agnostic agents
Drag & drop agent workflow with low coding. Run live tests, debug instantly, & deploy workflows with confidence.
Canvas
Build framework agnostic agents
Drag & drop agent workflow with low coding. Run live tests, debug instantly, & deploy workflows with confidence.
Canvas
Build framework agnostic agents
Drag, drop and design agent workflow with low coding. Run live tests, debug instantly, and deploy workflows with confidence.
Catalyst
Test each agent response through RL
Test and evaluate agents, outputs with 300+ built-in metrics & guardrails. Compare models and code to ship a better, reliable AI.
Catalyst
Test each agent response through RL
Test and evaluate agents, outputs with 300+ built-in metrics & guardrails. Compare models and code to ship a better, reliable AI.
Catalyst
Test each agent response through RL
Test and evaluate agents, outputs with 300+ built-in metrics & guardrails. Compare models and code to ship a better, reliable AI.
More than 40,000 teams use RagaAI platform
500+
Agents Deployed
1 Trillion+
Spans & Evals per month
67%
GenAI Acceleration
Empowering Teams to Ship Reliable AI at Scale
Explore data quality with our prism lens
Prism recommends and takes action with 70+ data quality tests on image, text and tabular data.
Explore data quality with our prism lens
Prism recommends and takes action with 70+ data quality tests on image, text and tabular data.
Perfect your prompts with a playground
Test prompts and workflows safely. Iterate fast, compare results, and refine without risk.
Perfect your prompts with a playground
Test prompts and workflows safely. Iterate fast, compare results, and refine without risk.
Trace and Root Cause Analysis
Trace failures step by step. Debug fast, find root causes instantly.
Trace and Root Cause Analysis
Trace failures step by step. Debug fast, find root causes instantly.
Trace and Root Cause Analysis
Trace failures step by step. Debug fast, find root causes instantly.
Custom Guardrails & Safety Rules
Set rules to block risky outputs and enforce domain safety.
Custom Guardrails & Safety Rules
Set rules to block risky outputs and enforce domain safety.
Custom Guardrails & Safety Rules
Set rules to block risky outputs and enforce domain safety.
Feedback loops powered by RL
Take action with state-of-the-art RL approach from data to o/p quality.
Feedback loops powered by RL
Take action with state-of-the-art RL approach from data to o/p quality.
Feedback loops powered by RL
Take action with state-of-the-art RL approach from data to o/p quality.
RagaAI’s automated suite of tests has enabled us to solve our data and AI models issues and improve our model accuracy
RagaAI’s automated suite of tests has enabled us to solve our data and AI models issues and improve our model accuracy
Divya Sharma, Vice President & Head of Data Science, Satsure
Divya Sharma, Vice President & Head of Data Science, Satsure
Drag. Connect. Test. Deploy - All in One Canvas
Custom Workflow Architectures
Build single-agent, multi-agent, or hierarchical agent flows for complex tasks without writing boilerplate code.
Custom Workflow Architectures
Build single-agent, multi-agent, or hierarchical agent flows for complex tasks without writing boilerplate code.
Catch issues instantly
Test your workflows live and see how agents behave in production.
Catch issues instantly
Test your workflows live and see how agents behave in production.
Customize and deploy using our open source github repository
Customize and deploy using our open source github repository
Built for the enterprise
RagaAI is designed for companies with a security mindset.
On-Prem deployment
Run RagaAI securely in your own infrastructure with full data control.
Run RagaAI securely in your own infrastructure with full data control.
Priority support 24/7
Round-the-clock support to resolve issues fast and operate smooth.
Round-the-clock support to resolve issues fast and operate smooth.
SOC 2 Type 2
Enterprise-grade security with SOC 2 Type 2 compliance to safeguard data.
Enterprise-grade security with SOC 2 Type 2 compliance to safeguard data.
Scalable Performance
Test and monitor large AI workloads at scale without performance loss.
Test and monitor large AI workloads at scale without performance loss.
Seamless Integrations
Easily plug RagaAI into your MLOps and enterprise workflows.
Easily plug RagaAI into your MLOps and enterprise workflows.
Advanced Analytics
Custom dashboards and reports to track AI reliability and ROI.
Custom dashboards and reports to track AI reliability and ROI.
Trusted by Leading AI teams
Our solution empowers forward-thinking teams to collaborate seamlessly, boost productivity, and innovate faster.
Our solution empowers forward-thinking teams to collaborate seamlessly, boost productivity, and innovate faster.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Ayush Mudgal
Sr Machine Learning Manager, Pinterest
RagaAI’s Evaluation and Guardrail Suite ensures reliable, enterprise-ready LLM testing and bias evaluation.
Pavan Turaga
Prof. & Director at School of arts, Arizona State University
RagaAI’s open-source LLM framework strengthens our Generative AI research with robust evaluation.
Ankit Bhati
Co-Founder, Ola & Amnic
RagaAI bridges AI testing gaps, combining software best practices with groundbreaking evaluation innovations.
Divya Sharma
VP & head of Data Science, Satsure
RagaAI’s automated tests improved our labeling accuracy, resolving data and AI model issues efficiently.
Anand Gopalan
CEO, Co-Founder, Vayu Robotics
RagaAI delivers comprehensive multimodal AI testing across LLMs, vision, and tabular data domains.
Mithun Uliyar
Co-Founder, Head of Data Science, LightMetrics
RagaAI’s large-scale AI testing tools ensure reliable model performance across diverse vehicle applications.
Frequently Asked Questions
Frequently Asked Questions
Frequently Asked Questions
What is RagaAI and what problems does it solve?
RagaAI is a comprehensive AI testing platform that supports generative and discriminative AI (LLMs, computer vision, NLP, tabular data). It helps you automatically detect issues, find root causes, and fix them — accelerating AI development while reducing production risk.
What modules/products does RagaAI offer?
How does RagaAI help improve AI model safety and reliability?ange or cancel my subscription?
What platforms and models are supported?
What is RagaAI and what problems does it solve?
RagaAI is a comprehensive AI testing platform that supports generative and discriminative AI (LLMs, computer vision, NLP, tabular data). It helps you automatically detect issues, find root causes, and fix them — accelerating AI development while reducing production risk.
What modules/products does RagaAI offer?
How does RagaAI help improve AI model safety and reliability? Range or cancel my subscription?
What platforms and models are supported?
What is RagaAI and what problems does it solve?
RagaAI is a comprehensive AI testing platform that supports generative and discriminative AI (LLMs, computer vision, NLP, tabular data). It helps you automatically detect issues, find root causes, and fix them — accelerating AI development while reducing production risk.
