AI Cyber Defense Approaches: Comparing SIEM, SOAR, and UEBA Strategies When executives ask about implementing AI in cybersecurity, they often don't realize they're asking about multiple distinct technologies with different strengths and use cases. The terms get used interchangeably—AI-enhanced SIEM, SOAR platforms, UEBA solutions—but each approaches threat detection and response from a different angle. Understanding these differences is critical for building an effective security architecture rather than buying overlapping tools that don't integrate well. The conversation around AI Cyber Defense has matured significantly. Rather than viewing AI as a monolithic solution, security architects now think about how different AI-powered tools complement each other within a defense-in-depth strategy. Let's break down the three main approaches, their strengths, limitations, and when to use each.…