DeepRails

DeepRails is a Coding & Development tool that detects, fixes, and prevents LLM hallucinations in real time. It offers an API for continuous evaluation, remediation, and enterprise guardrails.

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At a glance

Pricing

Freemium · Paid · Enterprise

Free tier

Yes

API

Yes

Skill level

Technical

About

What is DeepRails?

DeepRails is an AI safety tool designed to combat Large Language Model (LLM) hallucinations. It provides an API-first solution, DeepRails Defend, which detects, fixes, and prevents AI hallucinations in real time, ensuring safer AI deployments. The platform also includes a Monitor API for tracking AI quality at scale, offering continuous evaluation and remediation capabilities. Key features include real-time hallucination detection, automatic output correction using FixIt and ReGen, and enterprise-grade guardrail metrics. DeepRails supports multi-LLM environments, including ChatGPT, Claude, Gemini, Mistral, and Perplexity, and offers custom guardrail configurations, quality monitoring dashboards, and compliance audit trails. It aims to provide a "kill-switch" for LLM hallucinations, enhancing AI reliability and correctness for enterprises.

Best used for

Ideal for developers and data scientists who need to ensure the accuracy and reliability of their LLM applications, prevent incorrect AI responses, and maintain compliance. Especially valuable for enterprises deploying generative AI that requires continuous evaluation and real-time correction of potential hallucinations across various LLMs.

Common actions

detect hallucinations

correct AI output

monitor LLM quality

implement AI guardrails

ensure AI safety

Capabilities

Key features

Real-time hallucination detection
Automatic output correction
Enterprise guardrail metrics
Quality monitoring dashboard
Compliance audit trails
Multi-LLM support
Custom guardrail configuration

Target Audience

developerdata scientiststartup founderproduct manager

Integrations

Not yet documented

Pricing & Plans

Freemium · Paid · Enterprise

Not publicly disclosed. Check deeprails.com for current pricing.

FAQs

What LLMs does DeepRails support for hallucination detection and correction?

DeepRails offers multi-LLM support, enabling hallucination detection and correction across various popular models. This includes compatibility with ChatGPT, Claude, Gemini, Mistral, and Perplexity, allowing users to apply consistent guardrails regardless of their chosen large language model.

Does DeepRails offer a free plan for developers to try the service?

Yes, DeepRails provides a free tier that includes playground access. This allows developers to explore the capabilities of DeepRails Defend and Monitor APIs without any initial cost, making it easy to test its hallucination detection and correction features.

What is the difference between DeepRails Defend and Monitor APIs?

The DeepRails Defend API focuses on real-time detection, fixing, and prevention of LLM hallucinations in live applications. The Monitor API, on the other hand, is designed for tracking and evaluating AI quality at scale, providing continuous insights into LLM performance and compliance over time.

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