SupplyLogic

When a Fortune 500 telecommunications provider faced a 340% increase in security alert volume between 2023 and 2025—driven by expanding cloud infrastructure, remote workforce endpoints, and increasingly sophisticated threat actor campaigns—their 45-person Security Operations Center reached a breaking point. Mean time to detect threats had degraded from 4.2 hours to 11.7 hours, while mean time to respond stretched from 6 hours to over 18 hours. Critical alerts sat unexamined for days in queues flooded with false positives, and analyst burnout resulted in 40% annual turnover. Executive leadership recognized that simply hiring more analysts couldn't solve the fundamental scalability problem: the organization generated more security telemetry than human teams could effectively process regardless of headcount. This case study examines how this telecommunications provider implemented a comprehensive AI in Cyber Defense strategy over an 18-month period, documenting specific technical dec...

When a multinational banking institution with operations across 47 countries faced a coordinated Advanced Persistent Threat campaign in early 2024, their traditional signature-based defenses proved insufficient. The attackers had penetrated their network through a sophisticated spear-phishing operation targeting regional branch managers, establishing persistence that went undetected for 73 days while exfiltrating customer transaction data. The breach ultimately cost the organization $127 million in remediation, regulatory fines, and customer compensation. This incident became the catalyst for a comprehensive transformation of their security operations, centered on deploying advanced artificial intelligence capabilities that would fundamentally reshape how their global SOC identified and responded to threats. The banking institution—referred to here as "GlobalBank" to preserve confidentiality—operated a traditional security infrastructure that had served adequately for years b...