Infrastructure•2024–2025
Sovereign Cloud Guard
Human-Centric Security Observability & Alert Consolidation
The Cognitive Challenge
DevOps and Security teams suffer from severe alarm habituation, missing actual intrusion signals amidst thousands of benign alerts.
The Calm Solution
Redesigned the entire alerting paradigm around incident narrative semantics rather than raw syslog feeds, highlighting causality over volume.
Measurable Impact
Reduced mean time to triage (MTTT) from 42 minutes to 4.5 minutes across pilot enterprise deployments.
Key Innovations
- Hierarchical threat topology graph powered by canvas-accelerated rendering
- Smart cognitive alert deduplication reducing 500+ raw signals to 3 actionable stories
- One-click forensic blast-radius quarantine with cryptographically signed confirmation
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