RagaAI Inc.
RagaAI Inc.: Revolutionize AI testing: robust, reliable, multimodal support.. [Freemium]
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What is RagaAI Inc.?
RagaAI Inc. is a tool that RagaAI is a comprehensive, multi-modal AI testing platform that automatically detects issues, identifies root causes, and empowers users to fix AI models on the fly. It supports testing for Generative AI (LLMs, RAG systems), Discriminative AI (computer vision, NLP, tabular data), and Agentic Applications. The platform offers three main products: RagaAI Catalyst for automated LLM application testing and fixing, RagaAI Neo for assessing Agentic AI systems, and RagaAI Prism for computer vision applications testing.
Key features include 300+ built-in tests and metrics for detecting hallucinations, safety/security vulnerabilities, data drift, outliers, imbalance, and labeling errors. The platform provides real-time monitoring, observability, custom guardrails, PII leakage prevention, bias/toxicity detection, root cause analysis, A/B testing, prompt management, RL-powered feedback loops, and a drag-and-drop Canvas for building framework-agnostic agent workflows with low coding. It achieves 92% alignment with human evaluation and delivers 3x acceleration in AI development lifecycle while reducing production risk by 90%.
RagaAI is designed for data science teams, developers, ML engineers, and enterprises building AI applications including chatbots, RAG systems, computer vision apps, and multi-agent workflows. It serves industries from healthcare and lifesciences to aerospace, finance, and e-commerce. The platform is trusted by 40,000+ teams including Pinterest, Satsure, Ola, and Vayu Robotics, with 500+ agents deployed and 1 trillion+ spans/evals per month.
RagaAI Inc. pricing
Pricing model: Freemium
RagaAI offers a freemium pricing model with a Free Plan at $0/month and an Enterprise Plan with custom pricing. The Free Plan includes: 1 seat, 30 days data retention, SaaS deployment, offline evals, playground access, custom metrics, real-time evals & guardrails, and agentic tracing & evaluation. The Enterprise Plan offers: unlimited traces, unlimited seats, unlimited data retention, SaaS & on-prem deployment, custom guardrails, synthetic data generation, agentic playground & simulation, metric calibration with human feedback, multi-modal inputs, auto prompt optimization, real-time routing, SLM fine-tuning, RBAC & collaboration, dedicated customer support, and audit trail & compliances. Enterprise pricing is contact-based and sales-led.
RagaAI Inc. pros
- 300+ built-in tests covering model, data, and operational issues
- Multi-modal support for LLMs, computer vision, NLP, and tabular data
- 3x acceleration in AI development lifecycle
- 90% reduction in AI risk exposure in production
- 92% alignment with human evaluation for accuracy
- Real-time monitoring and observability for production AI
- Automated hallucination detection for LLM applications
- Custom guardrails to block risky outputs and enforce domain safety
- PII leakage and bias/toxicity prevention in real-time
- Drag-and-drop Canvas for low-code agent workflow building
- Root cause analysis to trace failures step by step
- RL-powered feedback loops from data to output quality
- On-prem deployment option with full data control
- SOC 2 Type 2 compliance for enterprise-grade security
- 24/7 priority support for enterprise customers
- Open-source GitHub repository for customization
- A/B testing and prompt experimentation capabilities
- Synthetic data generation for testing scenarios
- Seamless integration with MLOps and enterprise workflows
RagaAI Inc. cons
- Enterprise plan requires custom pricing (no transparent public pricing)
- Pricing page does not display numeric tier information
- Free plan limited to 1 seat only
- Free plan has only 30 days data retention
- Sales-led pricing model rather than fully self-serve
- No free trial available according to some sources
- Complex platform may have steep learning curve for beginners
- Primarily focused on enterprise customers over individual developers
Frequently asked questions about RagaAI Inc.
What is RagaAI and what problems does it solve?
RagaAI is a comprehensive AI testing platform that supports generative and discriminative AI including LLMs, computer vision, NLP, and tabular data. It helps users automatically detect AI issues, find root causes, and fix them on the fly. This accelerates AI development by 3x while reducing production risk by 90%, addressing the problem of ad-hoc testing methods that increase time commitment, reduce productivity, and leave unforeseen risks that cause poor post-deployment performance.
What modules and products does RagaAI offer?
RagaAI offers three main products: RagaAI Catalyst is an automated Test and Fix platform for LLM applications ranging from LLMs and RAGs to Agentic Applications. RagaAI Neo assesses the performance, reliability, and effectiveness of Agentic AI systems. RagaAI Prism is a multi-modal platform for testing all computer vision applications. The platform also includes Canvas for building framework-agnostic agent workflows with drag-and-drop low coding.
How does RagaAI help improve AI model safety and reliability?
RagaAI provides multiple guardrails that prevent issues like PII leakage, biased/toxic responses in real-time. It offers 300+ built-in metrics and guardrails to test each agent response through reinforcement learning. The platform detects hallucinations, safety and security vulnerabilities, and cost concerns with GenAI applications. Custom guardrails and safety rules allow users to block risky outputs and enforce domain safety, while real-time monitoring catches issues instantly.
What platforms and models are supported by RagaAI?
RagaAI is multi-modal and built to support LLMs, Computer Vision, and Tabular Data. It ensures quality performance across applications from chatbots to RAG systems, covering use cases like summarization, question answering, information retrieval, content creation, regression, multi-class classification, time series forecasting, and ranking. The platform is framework-agnostic and works with various AI models used in finance, e-commerce, healthcare, lifesciences, and aerospace.
Which datasets or models can the RagaAI platform test?
RagaAI can test datasets and models across LLM applications (including RAG systems and agentic applications), computer vision applications, NLP models, and tabular data. It supports testing for generative AI applications like chatbots and summarization tools, as well as discriminative AI applications including regression, classification, time series forecasting, and ranking systems. The platform handles image, text, and tabular data with 70+ data quality tests.
How does RagaAI DNA help with data and model testing?
RagaAI DNA is a breakthrough multi-modal foundation model specifically built for AI testing. It is an advanced multi-modal foundation model that revolutionizes AI testing by powering the platform's ability to automatically detect issues, diagnose them, and fix them on the fly. This proprietary foundation model enables the 300+ tests that identify and fix every model, data, and operational issue across LLM, computer vision, and tabular data applications.
Does RagaAI support on-prem deployments?
Yes, RagaAI supports on-prem deployment. The platform is built for enterprises with a security mindset and offers on-prem deployment options that allow users to run RagaAI securely in their own infrastructure with full data control. The Enterprise Plan includes both SaaS and on-prem deployment modes, making it suitable for companies with strict security and data sovereignty requirements.
How does RagaAI handle my data?
RagaAI is designed with enterprise security in mind, offering SOC 2 Type 2 compliance to safeguard data. For on-prem deployments, users have full data control by running RagaAI securely in their own infrastructure. The platform supports GDPR compliance and provides audit trails for compliance tracking. Data retention on the free plan is 30 days, while the Enterprise Plan offers unlimited data retention.
How can I get a trial license for the RagaAI platform?
RagaAI offers a Free Plan that serves as a starting point, which is publicly available without requiring a trial license. Users can sign up for the RagaAI Catalyst Sandbox at catalyst.raga.ai/signup to access the platform. The Free Plan includes 1 seat, 30 days data retention, and core testing capabilities. For enterprise features and trial licenses, users need to contact RagaAI sales for custom pricing and enterprise evaluations.
What is the RagaAI Canvas and how does it work?
RagaAI Canvas is a drag-and-drop agent workflow builder that enables framework-agnostic agent development with low coding. Users can build single-agent, multi-agent, or hierarchical agent flows for complex tasks without writing boilerplate code. The Canvas allows users to design agent workflows visually, run live tests, debug instantly, and deploy workflows with confidence. It integrates with the rest of the RagaAI platform for comprehensive testing and monitoring.