The New Reality of Cyber Defence: From Reactive SOCs to Autonomous Security
For years, enterprise cybersecurity has been caught in a loop. Every attack generates more data, more alerts, more dashboards — but not necessarily more understanding. Security teams have responded by layering new tools over old ones, automating fragments of workflows, and hiring more analysts to handle the flood. Yet the problem persists. Today’s SOCs (Security […]
Incident Summarization Agent: Transforming Complex Alerts into Actionable Intelligence
The Challenge: Why Alert Fatigue Hurts SOC Teams Security operations teams face a fundamental problem: alert overload. Our analysis shows that security analysts receive hundreds of technical alerts daily, with a single incident generating 50+ individual alerts across multiple tools. Each alert contains fragments of information—IP addresses, timestamps, system logs, and technical indicators—scattered across SIEM, […]