Novee is a cybersecurity company that provides an AI-powered penetration testing platform. The platform is designed to continuously assess applications and environments by simulating real attacker behavior, uncovering vulnerabilities, exploit chains, and business logic flaws that traditional scanners and periodic manual penetration tests typically miss. The platform operates through a five-stage workflow: - Discover: Continuously maps the live environment by interacting with real flows, endpoints, and behaviors to identify exposed attack surfaces. - Detect: Actively attacks applications to uncover real exploit chains, business logic flaws, and vulnerabilities beyond known CVEs. - Validate: Confirms each finding with replication steps and real-world impact assessment to eliminate false positives. - Fix: Provides personalized, step-by-step remediation guidance tailored to the organization's specific architecture, tech stack, and business logic. - Repeat: Automatically retests after code changes, new deployments, or emerging threats to maintain continuous coverage. Novee uses a proprietary offensive AI reasoning model trained on offensive tradecraft, tools, and exploitation knowledge, rather than relying on general-purpose LLMs. The platform supports black-box, gray-box, and white-box assessment modes, allowing it to begin with zero knowledge and expand coverage progressively. The platform also includes capabilities for red teaming LLM-based AI applications. Target customers include security teams at technology companies seeking continuous, automated penetration testing as an alternative or supplement to annual manual assessments.