The Interos i-Score is a resilience score that evaluates the health of extended supply chains against multiple risk factors, including Financial, Restriction, Operations/Catastrophe, Geopolitical, ESG and Cyber. The AI-powered i-Score scores extended supply chains against multiple risk factors using thousands of proprietary data points. The cyber risk factor includes a cyber behavior model to detect potentially harmful cyber activity regardless of public disclosure, along with commercial cyber ratings, vulnerability information, threat assessment, cyber events, and operating country issues into a single score. The system incorporates proprietary models that integrate and assess data on cloud-based risk exposure, evaluate anomalous cyber behavior, and measure risks. The i-Score directs procurement and cyber risk managers to their multi-tiered suppliers vulnerable to breaches, ransomware, data leakage, and other cyber-attacks carried out by threat actors who target vendors hidden in the supply chain. The i-Score achieves continuous multi-factor risk monitoring and detects hidden ESG, Cyber, Financial, Restrictions, Geopolitical, Catastrophic and other vulnerabilities.