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Qualifire

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Qualifire AI

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Qualifire AI is a comprehensive platform designed to enhance the reliability and safety of large language model (LLM) applications. It offers real-time guardrails that prevent hallucinations, moderate content, and enforce policy guidelines, enabling organizations to deploy accurate and trustworthy AI solutions without additional engineering overhead. Key Features and Functionality: 1. Evaluation: Systematically assesses AI behavior to detect hallucinations, jailbreaks, policy breaches, and other weaknesses, providing clear, actionable insights. 2. Guardrails: Utilizes runtime evaluations with small language models to proactively intervene and prevent risks before they materialize, safeguarding against brand damage, data leaks, and compliance breaches. 3. Observability: Offers real-time visibility into AI systems, including RAG and chatbots, with comprehensive tracing and logging to monitor every action taken. 4. Prompt Management: Provides a scalable, no-code studio for centralizing and streamlining prompt management, facilitating efficient creation, refinement, and versioning of prompts. 5. Rogue Testing Framework: An end-to-end agentic AI testing framework that evaluates AI agents over the Agent-to-Agent (A2A) protocol, converting business policies into executable scenarios and providing deterministic reports suitable for CI/CD and compliance reviews. Primary Value and User Solutions: Qualifire AI addresses the critical need for reliable and secure AI deployments by offering tools that ensure compliance, prevent inaccuracies, and maintain brand integrity. By integrating real-time evaluations and guardrails, it empowers organizations to confidently adopt AI technologies, accelerating innovation while mitigating risks associated with AI-generated content. This proactive approach reduces the potential for brand damage, legal issues, and data breaches, ensuring that AI applications perform as intended in production environments.

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Tel Aviv, IL

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What is Qualifire?

Qualifire is agentic security platform, combining deep security and reliability in a single, production‑ready platform. It delivers automated red teaming through Rogue—our AI agent evaluator that stress‑tests agents across thousands of adversarial and real‑world scenarios, maps vulnerabilities to frameworks like OWASP and MITRE, and turns every exploit into a reproducible test case for engineering and security teams. In production, Qualifire uses specialized SLM “judge” models as ultra‑low‑latency guardrails that evaluate every prompt, tool call, and response for prompt injection, data exfiltration, PII/PHI exposure, hallucinations, and policy violations, with flexible actions to block, redact, or flag risky behavior. With full observability over LLM calls and multi‑agent workflows, including traces and OpenTelemetry integration, Qualifire lets enterprises trace how each AI decision was made, monitor safety and quality over time, and continuously prove that their AI is secure, accurate, and under control.

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Year Founded
2023