From Weeks to Seconds: What AI Actually Changes in the CTI Lifecycle

This article argues that AI fundamentally transforms the CTI lifecycle by enabling continuous, machine-speed collection, enrichment, correlation, and alerting—reducing mean time to detection, redirecting analyst capacity to higher-value tasks, and delivering specific, contextualized intelligence; it positions Brandefense as an AI-first platform delivering these capabilities and lists use cases such as IAB monitoring, data leak detection, brand impersonation detection, actor profiling, and vulnerability prioritization.