Zafran provides an AI-native Continuous Threat Exposure Management (CTEM) platform for security teams managing vulnerabilities and manual remediation work. The platform unifies findings from existing scanners, assesses which vulnerabilities are actually exploitable using runtime presence, internet reachability, and existing controls, and then mitigates risk through compensating controls before patching. Its RemOps capability uses generative AI to consolidate overlapping CVEs into remediation plans routed to owners through existing ticketing platforms.