SAMI-AEC Security
Operations Center (SOC)

Detection Engineering
& Use Case Management

Delivering High-Fidelity Threat Detection

Detection Engineering and Use Case Management at the SAMI-AEC SOC are designed to deliver one clear outcome: earlier, more accurate detection of threats that directly impact business operations, customer trust, and regulatory posture.

Rather than relying on generic alerts, SAMI-AEC engineers detections that reflect how attackers actually operate and where risk matters most, from core banking and underwriting systems to insurance claims platforms and privileged access.

What This Means for Your Organization

SAMI-AEC Detection Engineering Use Case Management

Focused protection of critical business processes

SAMI-AEC Detection Engineering Use Case Management

Reduced alert fatigue and improved SOC efficiency

SAMI-AEC Detection Engineering Use Case Management

Faster investigation and response decisions

SAMI-AEC Detection Engineering Use Case Management

Greater resilience against evolving attacker techniques

SAMI-AEC’s Structured Detection
Lifecycle That Delivers Results

Discovery
Detection needs are identified from real-world sources including SOC operations, threat intelligence, incidents, red team exercises, and regulatory drivers.
Research
Analysts map attacker techniques to business risk, define detection logic, and identify required telemetry, prioritizing what delivers the highest risk reduction.
Development
Detection logic is engineered and implemented across SIEM and XDR platforms, converting intelligence into operational capability.
Testing

Detections are validated using:

Known good activity to prevent false positives

Known malicious behavior from adversary emulation

Automated testing ensures reliability before production deployment.

Deployment
Detections are deployed through controlled, automated pipelines using Detection-as-Code practices, ensur ing consistency and auditability.
Continuous Tuning & Improvement
Detections are refined based on incident outcomes, threat hunting findings, and environmental changes to prevent degradation over time.

Use Case Management Built
Around Real Risk

SAMI-AEC Detection Engineering Use Case Management

Engineered detection assets, not static rules

SAMI-AEC Detection Engineering Use Case Management

Continuously designed, tested, deployed, and tuned

SAMI-AEC Detection Engineering Use Case Management

Mapped to realworld attacker techniques

SAMI-AEC Detection Engineering Use Case Management

Prioritized by business and operational impact

SAMI-AEC Detection Engineering Use Case Management

Adapted to environmental and platform changes

SAMI-AEC Detection Engineering Use Case Management

Optimized to reduce false positives and alert fatigue

High-Impact Use Case Examples

SAMI-AEC Detection Engineering Use Case Management

Underwriting manipulation

flags unauthorized data changes and privilege misuse

SAMI-AEC Detection Engineering Use Case Management

Unauthorized core banking access

correlates login anomalies and post-access activity

SAMI-AEC Detection Engineering Use Case Management

Abnormal claims processing

highlights deviations indicating fraud or insider misuse

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