Splunk is an AI-powered data and security platform that provides SIEM, observability, and IT operations capabilities with machine learning-driven threat detection. Its AI Assistant and advanced analytics help security teams detect, investigate, and respond to threats across complex environments.. Here are 12 similar ai security & compliance tools worth considering as Splunk AI alternatives.