Qualifire
Enhance AI content quality with real-time monitoring and prompt deployment.. [Contact for Pricing]
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What is Qualifire?
Qualifire is an AI control plane and reliability platform designed to ensure LLM applications deliver accurate, safe, and policy-compliant outputs. It provides continuous evaluation, real-time guardrails, and pre-production agentic testing specifically built for agents, RAG systems, and chatbots. The platform uses state-of-the-art judge models (small language models) tailored to business domains and policies to detect and block unwanted AI behaviors like hallucinations, jailbreaks, prompt injections, and policy breaches.
Key features include four main capabilities: Evaluation (systematically detect hallucinations, jailbreaks, policy breaches), Guardrails (runtime evaluation with proactive interventions that block content, retry queries, or redact sensitive data), Observability (real-time visibility with complete tracing and logging using OTEL for multi-agent applications), and Prompt Management (a no-code studio for creating, refining, and versioning prompts). The platform also includes Rogue, an AI agent evaluator and red teaming platform that stress-tests agents for security and reliability flaws before production.
Qualifire is designed for AI developers, ML engineers, product teams, and organizations deploying LLM applications who need to ensure AI safety and reliability without engineering overhead. It supports deployment anywhere - on your cloud, on-premise, or as SaaS - and integrates via SDK (Node.js and Python) or Proxy/LLM gateway. The platform achieves sub-20ms latency with 99.6% faster performance and 97% cheaper operation compared to alternatives.
Qualifire pricing
Pricing model: Freemium
Qualifire offers four pricing tiers. Free tier (Free for Life) includes 3 million tokens monthly, unlimited users, contextual guardrails, Rogue reports, Prompt Studio, observability, and community support. Basic plan is $0/month with 300k monthly tokens, up to 3 protection rules, 7-day log retention, 1 environment, automated safety checks (prompt injections, hate speech, harassment, explicit content, syntax verification, PII detection), and community support; additional tokens cost $29.90 per 1M. Pro plan is $550/month billed annually with 1 billion monthly tokens, unlimited protection rules, 90-day log retention, unlimited environments, API access, custom policies, content analysis, instruction/grounding/hallucination checks, PII masking, Prompt Studio, experiments, and community/email/Slack support; additional tokens cost $19.90 per 1M. Enterprise plan has custom pricing with BYOC cloud/on-premise hosting, unlimited tokens, bespoke white-glove SLM models, enterprise security, SAML SSO, dedicated CSM, 10 hours AI consulting, 24/7 support_ANY channel, 7-year log retention, and unlimited applications.
Qualifire pros
- Sub-20ms latency for real-time protection
- 99.6% faster than competing solutions
- 97% cheaper operation costs
- SOTA judge models tailored to business domain
- Real-time contextual guardrails that consider context
- Complete tracing and logging with OTEL support
- Rogue red teaming for pre-production testing
- No-code Prompt Studio for prompt management
- SDK available for Node.js and Python
- Deploy anywhere: your cloud, on-premise, or SaaS
- Free tier with 3 million tokens monthly
- Unlimited users on free tier
- Detects hallucinations, jailbreaks, prompt injections
- Custom policies and protection rules
- 99.6% accuracy in hallucination prevention
- PII detection and masking capabilities
- Supports agents, RAG, and chatbots equally
- CI/CD integration with deterministic reports
Qualifire cons
- Basic plan limited to 300k tokens monthly
- Basic plan only 3 protection rules maximum
- Basic plan log retention only 7 days
- Basic plan limited to 1 environment
- Pro plan at $550/month may be expensive for startups
- Enterprise pricing not publicly disclosed
- Additional tokens cost extra beyond plan limits
- 24/7 support only available on Enterprise plan
- Custom models require Enterprise tier
- SAML SSO only on Enterprise plan
Frequently asked questions about Qualifire
What is Qualifire?
Qualifire is an AI control plane and reliability platform that provides continuous evaluation, real-time guardrails, and pre-production agentic testing for LLM applications. It ensures AI delivers exactly what you envisioned by preventing hallucinations, moderating content, enforcing policy guidelines, and detecting security flaws with sub-20ms latency and 99.6% accuracy in hallucination prevention.
What types of AI applications does Qualifire support?
Qualifire is specifically built for agents, RAG (Retrieval-Augmented Generation) systems, and chatbots. It provides complete tracing and logging for any AI system from simple chatbots to complex agentic frameworks, monitoring multi-agent applications with OTEL-based observability.
How does Qualifire's real-time guardrails work?
Qualifire's runtime evaluation uses small language models to enable proactive interventions that stop risks before they materialize. When a risk is detected, you can instantly block content, retry queries, return a default response, redact sensitive data, or apply any custom safeguard. The guardrails are contextual and take context into account for accurate detection.
What is Rogue in Qualifire?
Rogue is Qualifire's AI Agent Evaluator and Red Team Platform that red teams and evaluates your agent to find both security and reliability flaws before production. It converts business policies into executable scenarios, drives multi-turn interactions against target agents, and outputs deterministic reports suitable for CI/CD and compliance reviews. Rogue has been open-sourced as a Python framework for evaluating AI agents over the Agent-to-Agent protocol.
Does Qualifire have a free tier?
Yes, Qualifire offers a Free for Life tier with 3 million tokens per month, unlimited users, contextual guardrails, Rogue reports in Qualifire, Prompt Studio, observability features, and community-based support. There's also a Basic plan at $0/month with 300k tokens and automated safety checks.
How do I integrate Qualifire into my application?
You can integrate Qualifire using the Proxy (LLM gateway) for easy integration with existing applications, or use the SDK for granular control and customized evaluations. The SDK is available for Node.js (install via npm install qualifire) and Python. You need to create a free account to get your API key, and the SDK will look for QUALIFIRE_API_KEY environment variable if apiKey is not provided.
Where can I deploy Qualifire?
Qualifire can be deployed anywhere: on your cloud (BYOC - Bring Your Own Cloud), on-premise, or as SaaS. Enterprise plans specifically support hosted on your cloud or on-premise deployment with enterprise-grade security and SAML SSO.
What safety checks does Qualifire provide?
Qualifire provides automated safety checks including prompt injections detection, hate speech detection, harassment detection, explicit content detection, syntax verification, PII detection and masking, instruction check, grounding check, hallucinations check, content analysis, and custom policy enforcement. The guardrails can block jailbreaks, policy breaches, dangerous content, and other unwanted AI behaviors.
What is the latency performance of Qualifire?
Qualifire achieves sub-20ms latency with industry-leading real-time detection and response. The platform is 99.6% faster and 97% cheaper than alternatives while maintaining 100% reliable AI outputs. This low latency is achieved through small language models (SLMs) built for speed, precision, and cost efficiency.
What support options are available?
Support varies by plan: Free and Basic plans include community-based support. Pro plan includes community, email, and Slack-based support. Enterprise plan includes 24/7 support via any channel, dedicated Customer Success Manager (CSM), forward-deployed engineering support, and 10 hours of AI consulting. Enterprise also offers 7-year log retention compared to 7 days (Basic) or 90 days (Pro).