Assist developers in the early identification, prioritization, and resolution of application vulnerabilities during the development and testing phases. Deepfactor identifies runtime security threats across filesystem, network, process, and memory behaviors, which include the exposure of sensitive data, insecure coding practices, and unauthorized network activities. In addition, Deepfactor produces software bills of materials formatted in CycloneDX to meet executive orders and enterprise supply chain security mandates. It also aligns vulnerabilities with compliance frameworks such as SOC 2 Type 2, PCI DSS, and NIST 800-53, thereby mitigating compliance risks. Furthermore, Deepfactor offers prioritized insights that allow developers to detect insecure code, facilitate the remediation process, assess changes across releases, and evaluate the potential impact on compliance goals, ultimately enhancing overall application security throughout the development lifecycle.