Qualifire

Qualifire is a platform for keeping LLM applications reliable. It combines real time guardrails, continuous evaluation, observability, prompt management and pre production agentic testing, and is aimed at teams running agents, RAG systems and chatbots in production. The guardrails are powered by small language model judges that the vendor trains for specific reliability tasks, intended to keep latency and cost low. Listed checks include prompt injection, hate speech, harassment, explicit content, syntax verification and PII detection, with higher tiers adding custom policies, instruction checks, grounding checks, hallucination checks and PII masking. A related product named Rogue is an open source agent evaluator and red team tool that looks for security and reliability flaws in an agent, with reports available inside Qualifire. The platform can be deployed as SaaS, in the customer's own cloud, or on premises, and the vendor lists ISO 42001. The pricing page shows a free plan with 3 million tokens per month, unlimited users, contextual guardrails, Prompt Studio, observability and community support. A Basic plan is $0 per month with 300,000 monthly tokens, up to three protection rules, seven days of log retention and one environment, with extra tokens at $29.90 per million. Pro is $550 per month with 1 billion monthly tokens, API access, custom policies, unlimited rules and environments, 90 days of log retention, and extra tokens at $19.90 per million. Enterprise pricing is custom and adds bring your own cloud or on premises hosting, SAML SSO, bespoke models, a dedicated customer success manager and seven years of log retention.