Testing

Qualifire

AI control plane for LLM reliability — real-time guardrails, evaluation, and testing for agents, RAG, and chatbots

qualifire.ai

Verified API available Free tier

Quick facts
What is it	AI control plane for LLM reliability — real-time guardrails, evaluation, and testing for agents, RAG, and chatbots
Pricing	Freemium — from $550/mo
Free tier	Yes
Platform	Web Application
API	Yes
Best for	ensuring AI agent reliability in production, testing RAG systems for accuracy
Domain registered	2023

Data updated Sept. 19, 2026

What does Qualifire do?

Qualifire is an AI control plane specifically designed to ensure the reliability and safety of large language model applications. It provides continuous evaluation, real-time guardrails, and pre-production testing for AI agents, RAG systems, and chatbots. The platform acts as a safety net that monitors AI outputs and prevents unwanted or unreliable responses from reaching end users.

What makes Qualifire stand out is its use of specialized small language models (SLMs) that serve as 'judges' tailored to specific business domains and policies. These models provide industry-leading real-time detection with minimal latency and cost. The platform includes features like contextual guardrails that understand application context, comprehensive observability tools, and Rogue—an open-source platform for red teaming and security testing of AI agents.

Qualifire is particularly valuable for development teams building production AI applications where reliability and safety are critical. It helps enterprises accelerate AI adoption by providing confidence that their systems will produce accurate, safe outputs without disrupting workflows. The platform supports deployment across various environments including cloud marketplaces, on-premise installations, and SaaS, making it flexible for different organizational needs.

Developer Tools LLM Testing

#agent evaluation#ai guardrails#ai security#chatbot-safety#llm-reliability#rag-testing#real-time monitoring

Key features

What makes it stand out

Real-time policy enforcement to protect applications from unwanted AI outputs

Continuous evaluation using specialized small judge models (SLMs) for reliability

Rogue platform for red teaming and security testing of AI agents

Contextual guardrails that understand your specific business domain

Deployment flexibility across cloud, on-premise, or SaaS environments

Who is Qualifire for?

Who benefits most from this tool

ensuring AI agent reliability in production

testing RAG systems for accuracy

monitoring chatbot safety and compliance

Pricing

Free tier available — start without a credit card

Free

3 Million tokens per month
Unlimited users
Contextual Guardrails
Rogue: Reports in Qualifire
Prompt Studio
Observability
Community based support

Basic

Free

300,000 tokens
1 environments
3 protection rules
7 log retention days
Prompt Injections
Safety Checks
Hate speech
Harassment
Explicit Content
Syntax Verification
PII Detection

Pro

$550/month

Everything in Basic, plus:

1,000,000,000 tokens
unlimited environments
unlimited protection rules
90 log retention days
API Access
Custom Policies
Content Analysis
Instruction check
Grounding check
Hallucinations check
PII Masking
Prompt Studio
Experiments

Enterprise

Custom

Hosted on your cloud or on-premise
Unlimited Tokens
Bespoke Model (white glove SLM to address your exact requirements)
Enterprise-grade security, SAML SSO
Dedicated CSM
9 AM - 5 PM EST Support
Forward deployed engineering support
BYOC Cloud / On Prem
Custom Web Hooks
AI consulting hours (10 hours)
24/7 Support
Logs retention: 7 years
Unlimited applications
Any channel 24/7 Support

Trust & presence

Domain Domain registered 2023

Gallery

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