Splunk AI

Splunk is the industry-standard SIEM (Security Information and Event Management) platform, now enhanced with AI capabilities for threat detection, investigation, and response. The AI assistant helps security analysts investigate incidents faster by summarizing alerts, suggesting next steps, and correlating events across data sources. The machine learning models detect anomalies in network traffic, user behavior, and system logs that rule-based detection would miss. Splunk processes massive volumes of security data in real-time, making it suitable for large enterprises with complex infrastructure. Splunk's strength is its flexibility — it ingests data from virtually any source and supports custom detections, dashboards, and automations. The main barriers are cost and complexity. Pricing is based on data volume, which can become very expensive at scale. The platform requires dedicated security engineers to configure and maintain effectively.