AI-native SIEM usually claims that AI is designed into the platform's data, detection, investigation, and response architecture. AI-powered SIEM is broader and can describe a traditional SIEM with selected AI features. There is no certification behind either label, so compare the actual data pipeline, evidence, workflows, permissions, and audit controls. The AI SIEM terminology guide explains the overlapping terms.
