The SAFE Platform aggregates automated signals from five key risk vectors - People, Process, Technology, Cybersecurity Products, and Third-Parties - to provide real-time enterprise-wide cyber risk quantification and management. It uses supervised machine learning to generate a SAFE Score from 0-5 and financial risk assessment with prioritized actionable insights. The platform integrates with over 50 technologies including major cloud providers and security tools, ingesting API signals rapidly to build cyber risk scenarios like ransomware and business email compromise. It maps data to the MITRE ATT&CK framework for security control visibility and includes features like automated risk aggregation, granular risk views, and frameworks for risk impact assessment. The platform supports security controls, multi-factor authentication, single sign-on, and employs TLS 1.2 encryption and comprehensive activity logging.