Novee is an AI-based penetration testing platform that continuously tests applications and environments to identify vulnerabilities, exploit chains, and business logic flaws. The platform operates using a proprietary AI reasoning model trained on offensive security tradecraft, tools, and exploitation techniques. It is designed to replicate the behavior of real attackers rather than relying on generic large language models. Testing approach: - Supports black-box, gray-box, and white-box testing modes - Can begin with zero knowledge of the target environment, simulating an external attacker - Continuously maps live environments by interacting with real flows, endpoints, and application behavior Core workflow: - Discover: Maps the attack surface as an attacker would, identifying exposed endpoints and behaviors - Detect: Actively attacks applications to uncover exploit chains, business logic flaws, and vulnerabilities that automated scanners typically miss - Validate: Confirms each finding with replication steps and demonstrated impact to reduce false positives - Fix: Provides personalized, step-by-step remediation guidance tailored to the target's specific architecture, tech stack, and business logic - Repeat: Retests automatically following new deployments, code changes, or emerging threats The platform targets vulnerabilities that traditional DAST tools and periodic manual penetration tests miss, including server-side request forgery (SSRF), complex business logic issues, and novel exploit chains. Assessments are continuous rather than point-in-time, addressing the gap left by annual or infrequent manual pen tests.