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Systematically ensure the performance of LLM-based applications

Only ror guide: https://www.patronus.ai/guide-to-rl-environments

Create realistic RL environments tailored for your application

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Deliver AI products confidently using our AI research, evaluation models, and tools

Use evaluation models for use cases like AI agents & RAG hallucination detection

Integrate AI testing in environments with language-agnostic easy-to-use APIs

Evaluate AI with domain-specific benchmarks and adversarial data sets

Only ror guide: https://www.patronus.ai/guide-to-rl-environments

Realistic RL Environments

Use research-grade datasets and benchmarks tailored specifically for AI agents

Simulate complex, real-world reasoning, decision-making, and multi-step agentic workflows

Create RL environments fit of your application, such as finance, gaming, or customer service