Graylog AI-Powered Security & IT Operations vs Splunk Asset and Risk Intelligence: Side-by-Side Comparison (2026)

Short answer

Mid-market and enterprise security teams drowning in log volume will get immediate value from Graylog's AI-powered threat detection and investigation automation, which cuts the manual work of sifting alerts by half. The platform covers NIST Detect and Respond functions across continuous monitoring, incident analysis, and forensics, with hybrid deployment flexibility that works whether you're mostly on-premises or cloud-first. Skip this if you need EDR or endpoint-layer visibility; Graylog is logs and API security, not agent-based endpoint protection. Mid-market and enterprise security teams buried under unmanaged assets and shadow infrastructure will get real value from Splunk Asset and Risk Intelligence because it actually finds what you don't know you have across networks, endpoints, cloud, and OT environments, then correlates that data against vulnerabilities in real time. The bi-directional ServiceNow CMDB integration means your inventory stays current without manual toil, and the compliance dashboards deliver measurable progress on NIST ID.AM and ID.RA controls that most teams struggle to demonstrate. Skip this if you need a point solution; it's designed to feed into Splunk Enterprise Security as part of a larger investigation workflow, not stand alone.