CEO fraud is evolving with artificial intelligence, shifting from mass phishing to highly targeted attacks that are harder to detect. Deepfake technology and hyper-realistic scenarios demand stronger compliance programs, ISO 37003-based fraud control systems, and proactive protocols to protect organizations against this rising threat.