One attack, one alert: From thousands of signals to one clear story

This document presents Group-IB’s Smart Alert within **Managed XDR**, an AI-driven capability that consolidates thousands of signals across endpoint, network, and email into a single, evolving alert to reduce triage overhead and missed context. It highlights automatic enrichment, reopening of alerts when new indicators appear, and a resolution model focused on true threat neutralization, claiming up to 80% alert reduction and significantly shorter investigation times as a scalable path toward SOC automation.