How CibrAI Automated 80% of Their Security Analyst Workflow With Agentic AI

A case study in building pragmatic agent systems for cybersecurity operations — written for CISOs and security leaders who are tired of throwing more headcount at alert fatigue. When CibrAI's security team was drowning in alerts, they didn't need more analysts — they needed AI that could triage like one. That single reframing became the starting point for one of the most rewarding engineering engagements we've had in the last eighteen months. This is the story of how a focused, two-phase ag...