"We are not just focused on building the model just to prove an anomaly, we want to run it on real systems. "Karthik Avarabhoomi Director
- Anomaly Detection
- Infrastructure Monitoring
Overview of the Challenge
Bad actors are constantly attacking large financial services companies like Capital One. Alerts that would prevent extensive damage are available but get lost in the noise. The team needed to use machine learning to identify the events that are really critical and take relevant actions against them in real-time.