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Evaluate GenAI Quality with Confidence

RagMetrics helps GenAI teams validate agent responses, detect hallucinations, and accelerate deployment with AI-assisted QA and human-in-the-loop feedback.

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Why AI Evaluations Matters

Hallucinations erode trust in AI

65% of business leaders say hallucinations undermine trust.

Manual evaluation process doesn’t scale

Automated review cuts QA costs by up to 98%.

Enterprises need proof before deploying GenAI agents

Over 45% of companies are stuck in pilot mode, waiting on validation.

Product teams need rapid iteration

Only 6% of lagging companies ship new AI features in under 3 months.

The Purpose-built Platform for AI evaluations

AI-assisted testing and scoring of LLM / agent output

Reduced hallucinations and accurate outputs.

Human-in-the-loop workflows

Scale your existing AI development team.

Failure detection and quality dashboards

Quickly address issues before they impact the customer.

Testing and Retrieval

Use data-driven insights to improve AI pipelines. Fine-tune the retrieval strategy and understand the changes in performance. 

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Flexible and Reliable

LLM Foundational Model Integrations

Integrates with all commercial LLM Foundational models, or it can be configured to work with your own.

200+ Testing Criteria

With over preconfigured criteria and flexibility to configure your own, you can measure what is relevant for you and your system.

AI Agentic Monitoring

Monitor and trace the behaviors of your agents. Detect if they start to hallucinate or drift from their mandate.

Deployment Cloud, SaaS, On-Prem

Choose the implementation model that fits your needs -– cloud, SaaS, on-prem. Stand Alone GUI or API model.

AI Agent Evaluation and Monitoring

Analyze each interaction to provide detailed ratings and monitor compliance and risk.

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The RagMetrics AI Judge

Overview: Ragmetics connect to foundational LLM models in the Cloud, SaaS, and on-prem, allowing developers to evaluate new LLMs, agents, and copilots before they go to production.

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What Client Say About Us

Hear what our clients have to say about their experience working with us. Real stories, real results, real impact.

Frequently Asked Questions

Have another question? Please contact our team!

Yes, we do.

Yes, we can run as a hosted service, on-prem, or on a private cloud.

It's as easy aconnecting your pipeline, your public model (Anthropic, Gemini, OpenAI, DeepSeek, etc.), creating a task, labeling a dataset, selecting your criteria, and starting to run an experiment!

Your public API keys, the endpoint of your pipeline, a source of domain expertise for your labelled data, and a concrete description of the task of your model, as well as your own criteria of success!

Yes, it's as easy as copying and pasting your endpoint URL.

Validate LLM Responses and Accelerate Deployment

RagMetrics enables GenAI teams to validate agent responses, detect hallucinations, and speed up deployment through AI-powered QA and human-in-the-loop review.

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