This case study explains how COE Security helped a cloud-native SaaS leader strengthen its AI systems through in-depth runtime defense analysis. COE Security focuses on protecting AI-driven applications during live operation, identifying threats such as model abuse, data leakage, and runtime vulnerabilities that can emerge in dynamic cloud environments. With over 10 years of cybersecurity experience and extensive global engagements, the company provides advanced monitoring, proactive threat hunting, and zero-day exploit mitigation to safeguard AI workloads. Its services also include incident response planning and security awareness training. By combining cutting-edge security technologies with dedicated advisors, COE Security enables SaaS organizations to operate AI securely at scale, main

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