Case Study
AI Security Operations Automation
AI-powered SOC automation systems designed to reduce repetitive investigation workflows, accelerate response operations, and improve escalation consistency across SIEM and EDR environments — without requiring teams to replace their existing tools.
Best suited for teams already operating SIEM, EDR, or cloud environments and ready to implement structured automation.
Executive Summary
Security teams were spending excessive time on repetitive investigation workflows, manual telemetry correlation, and inconsistent escalation processes — slowing response operations across the SOC.
The Challenge
Despite mature security tooling, analysts still relied heavily on fragmented manual investigation workflows...
- • Alert fatigue and inconsistent triage workflows
- • Slow correlation across endpoint and network telemetry
- • Repetitive manual investigation steps
- • Increased mean time to resolution (MTTR)
Before Automation
- • Manual query construction
- • Fragmented telemetry analysis
- • Analyst-dependent escalation decisions
- • Inconsistent documentation
After Implementation
- • AI-assisted query generation
- • Unified telemetry correlation
- • Standardized escalation logic
- • Accelerated investigation workflows
The Solution
We integrate a modular AI-powered automation layer that transforms analyst intent into structured investigation workflows. By integrating directly with your SIEM and EDR stack, the system automates query execution, correlates telemetry, and triggers response actions — eliminating repetitive manual work without requiring platform replacement.
Architecture Overview
Modular, API-driven architecture layered on top of existing SIEM and EDR infrastructure.
Impact
- • Reduced repetitive analyst investigation workload
- • Improved consistency across analyst decision-making
- • Standardized escalation and response workflows
- • Enabled scalable automation without replacing existing tools
Strategic Outcome
Instead of replacing existing security tools, this approach enhances them — introducing a structured operational automation layer that reduces analyst fatigue, improves investigation consistency, and increases operational efficiency across the SOC without requiring new platform investment.
Designed and implemented within real SOC environments using live telemetry, not simulated datasets.
Designed for Integration, Not Replacement
This automation layer integrates with existing SIEM, EDR, and telemetry infrastructure — enhancing workflow efficiency without disrupting established security investments.
This implementation can be adapted and deployed within your environment based on your existing stack and operational workflows.
What You Get
Workflow Audit
We analyze your current SOC workflows, SIEM usage, and investigation patterns to identify inefficiencies and automation opportunities.
Automation Design
We architect a tailored automation framework that maps directly to your environment, including workflow logic, telemetry integration, and response paths.
Implementation Roadmap
You receive a clear, prioritized plan for implementing automation within your SOC — including tools, integrations, and next steps.
Delivered through a focused strategy engagement tailored to your environment.
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Get My Automation PlanWalk away with a clear automation plan tailored to your environment.
Strategy engagements typically start at $1,500.