Security built from the system up—not just bolted on.
The Challenge
Modern cyber threats don’t just exploit technical flaws—they exploit complexity, fragmentation, and uncertainty. Most cybersecurity tools flood teams with raw alerts but provide little insight. Mission environments, disconnected networks, and hybrid infrastructure only compound the challenge.
At the same time, programs are expected to deliver traceability, resilience, and real-time diagnostics—without compromising mission tempo or usability.
How do you build systems that not only defend, but explain and adapt?
Our Approach
At Software Factory Labs, we treat cybersecurity as a systems discipline—not a bolt-on checklist. We engineer secure systems with embedded diagnostics, real-time observability, and intelligent automation. Our team brings deep experience across:
- Secure platform design
- Cross-domain telemetry
- Threat modeling and diagnostics
- AI-augmented threat analysis
We don’t just detect threats—we help teams understand behavior, prioritize what matters, and respond with confidence in complex operational environments.
What We Deliver
Integrated Diagnostics & Observability
Built-in insight, not just external instrumentation
Our team helped pioneer some of the earliest secure diagnostics frameworks, including the EDDY architecture and Common Event Record (CER) standard—precursors to modern SIEMs and zero-trust telemetry systems.
Today, we design and implement:
- Policy-aware telemetry pipelines for hybrid systems
- Real-time diagnostics across application, network, and infrastructure layers
- Normalized event streams that support feedback and response
- Architectures where observability is a core function, not an afterthought
Secure Software & Platform Design
Systems that stay secure—even under pressure
We support secure system development from design through deployment, including:
- Communication protocols for tactical and enterprise environments
- Secure DevSecOps pipelines, SBOM management, and auditability
- Bootstrapping and update mechanisms for disconnected or constrained systems
- Continuous monitoring for compliance, integrity, and traceability
Our focus is on making systems defensible and transparent, even when degraded or adversarial.
LLM-Augmented Threat Detection & Cyber Intelligence
Intelligent analysis for complex, cross-domain data
We integrate Large Language Models (LLMs) into cybersecurity workflows to support:
- Triage and forensics from system logs and unstructured sources
- Correlation across incidents, vulnerabilities, and threat reports
- Automated generation of machine-readable threat summaries
Our pipeline architecture enables:
- Data cleaning, labeling, and summarization with minimal fine-tuning
- Explainable, policy-aware pattern detection
- Event correlation across structured and unstructured telemetry
This approach extends our diagnostic frameworks and offers scalable, intelligent insight for cyber operations.
Data-Driven Security Framework
Focus on what matters most
You can’t defend everything equally. We help organizations prioritize protection and telemetry based on mission value, not just surface area.
We apply a structured classification process that evaluates both:
- Data assets (sensitivity, regulatory impact, access requirements)
- Infrastructure (exposure, mission criticality, vulnerability, dependencies)
This approach supports:
- Risk-informed architecture and policy decisions
- Focused diagnostics and monitoring
- Alignment of cybersecurity effort with organizational goals
We help teams answer the hardest question in cyber defense: “What’s most important to protect?”
Threat-Aware Architecture & Cyber Analytics
Seeing the threat—and the system—clearly
Our team supports:
- Network and endpoint anomaly detection
- Insider threat and behavior analysis
- Threat modeling and cyber kill chain evaluation
We build architectures that fuse security signals with operational awareness—supporting early detection, resilient response, and intelligent risk posture management.
“Modern cybersecurity demands more than firewalls and scanners—it requires systems that can explain themselves.” We help our clients build those systems.
Let’s talk security you can trust.
From embedded diagnostics to AI-augmented analytics, we help organizations build secure, explainable, and resilient systems.
📩 Contact us to learn more.