DeepRails

AI guardrails that hyper-accurately detect and fix hallucinations in LLM-powered applications.

About DeepRails

DeepRails is a platform focused on improving the reliability of AI systems that use large language models. It is designed to identify hallucinations and incorrect outputs in AI-generated content and offers automated workflows to correct these issues. The tool also supports custom evaluation metrics and human-in-the-loop processes to help teams refine model behavior over time. DeepRails aims to be compatible with various language models and is intended for integration into production environments. Pricing and platform details are not specified in the available sources.

Best for: AI product teams, developers integrating LLMs, organizations deploying AI in production

Key features

Detects hallucinations and incorrect outputs in LLM applications
Provides automated workflows to remediate detected issues
Supports custom evaluation metrics tailored to business needs
Includes human-in-the-loop feedback for continuous improvement
Designed to work with different language models

Use cases

Monitoring AI outputs for factual accuracy in production systems
Automatically correcting hallucinations in LLM-powered applications
Customizing evaluation criteria for specific business requirements

Pros

Can be integrated with various LLM providers

Screenshots

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