SightGain Cyber Risk Analytic Software is a risk assessment platform that automates the evaluation of cybersecurity posture through threat emulation and quantitative analysis. The platform analyzes defensive performance gaps and calculates breach probability and financial impact based on emulated threat techniques rather than traditional vulnerability scanning or qualitative assessments. The software provides breach likelihood calculations, threat rankings, organizational risk posture analysis, financial exposure estimates, and data loss/downtime potential assessments. It generates remediation roadmaps based on automated assessment results. The platform evaluates cybersecurity technology performance, analytics, processes, and automation solutions to help organizations make investment decisions and tool consolidation strategies. Users can test proposed security solutions against their specific threats before purchase. Results are automatically mapped to frameworks including MITRE ATT&CK, NIST 800-53, CMMC, NIST 800-171, FFIEC, CBEST, and ISO 27000. The platform generates automated reports for compliance and technical control validation. The system uses real-time SOC data and quantitative statistics to assess people, processes, and technology rather than relying on spreadsheets, qualitative estimates, or point-in-time vulnerability data. Continuous monitoring capabilities track team performance and threat exposure over time.