AI-Automation for reducing false positives and prioritizing alerts for cyber resilience
Security Operations Centers are inundated with thousands of alerts daily, many turning out to be false positives. As alert volume climbs, the ability to automatically filter, prioritize, and respond to true threats becomes the difference between an effective SOC and an exhausted one.
Automated alert correlation and deduplication consolidate repetitive alerts from multiple tools into a single, actionable incident view, eliminating noise before analysts ever see it.
AI-based triage, trained on historical SOC data, assesses alert severity, asset criticality, and user behavior, while automated enrichment instantly pulls context like IP reputation and domain risk.
SOAR-driven orchestration executes containment automatically for common incident types quarantining phishing emails, resetting credentials without waiting on human intervention.
A Success Story
For a Fortune 500 financial services company and one of the world’s largest data bureaus, Softility’s AI-enabled Security Automation team modernized the SOC across a three-phase roadmap: prioritizing AI/ML review of phishing emails first, then addressing false-positive volume and orchestration gaps, then building cross-correlation between Security Operations, Threat Intelligence, and Threat Hunting teams.
Highlights
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As the cyber landscape evolves daily, this combination of robust automation, AI- driven triage, and intelligent orchestration represents the only scalable way forward.
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The AI/ML model reviewing phishing emails led to a reduction in 70% of the hours spent on phishing alerts.
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Cross-correlation playbooks united Security Operations with Threat Intelligence and Threat Hunting with notably positive results for the client.
70%
Fewer Hours on Phishing Alerts
3-Phase
Modernization Roadmap
Significant
MTTR Reduction
Correlation
Noise consolidated into one view
AI-based Triage
Trained on real SOC data
Orchestration
Containment without waiting on humans
About
Softility
We are technologists who understand business, not just the tech stack, with proven solutions that help large enterprises cut complexity, improve reliability, reduce opex, and free teams from toiling with manual, repetitive, expensive workflows to instead focus on innovating for what’s next. That’s real partnership. Softility is the preferred partner of the world’s largest organizations, including Fortune 500 companies, for AI Transformation, helping enterprises modernize, operate, and continuously improve mission-critical technology environments.
About
Our Capabilities
Our technology solutions across Observability, Autonomous Operations, Application Modernization, and Agentic Workflows meet you wherever you are in your transformation journey. Full-stack visibility feeds faster operations. Modern infrastructure strengthens every workload. Governed agents turn insight into action, not just recommendations left for a human to execute alone. Together, these four pillars work as one connected system, creating real value and measurable returns on every technology investment you make.