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.