D.Eng.-led research · AI & data analysis
Cyber Analyzer LLC builds analysis tools and applications where scientific rigor meets modern AI—from GRC and cybersecurity to music, sports, and beyond.
We are a research-driven LLC specializing in data analysis through artificial intelligence and scientifically rigorous methods. Our work spans high-stakes compliance and security programs as well as creative and analytical tools for everyday practitioners.
Led by a Doctor of Engineering (D.Eng.) with direct, hands-on research experience, we bring academic depth to product delivery: reproducible methods, clear assumptions, and software people actually use.
One rigorous foundation, many applications. We partner on projects where quality of analysis and clarity of outcomes matter.
GRC analysis tools tailored to cybersecurity and other regulated domains—mapping controls, assessing risk postures, and turning policy into actionable insight.
Threat modeling, security analytics, and evidence-based assessments grounded in direct research experience and scientific method.
The same rigorous frameworks apply wherever data matters: from compliance programs to operational research across industries.
Practical tools for musicians, creators, and everyday workflows—where thoughtful design meets solid engineering.
Performance modeling, statistical inference, and decision support for teams and analysts who need more than dashboards.
Partner on bespoke projects: novel methods, prototypes, and production systems built with doctoral-level depth and delivery focus.
AI is powerful when it is accountable. We combine modern models with methods that stand up to peer review and operational reality.
Start with precise hypotheses and measurable outcomes—not buzzwords. Scope what success looks like before writing code.
Use peer-reviewed methods, reproducible pipelines, and transparent assumptions. AI augments analysis; it does not replace rigor.
Ship tools that practitioners can trust: tested, documented, and validated against real data and domain expertise.
Measure results in the field, refine models and UX, and deliver outcomes that hold up under scrutiny.
Whether you need a GRC assessment framework, a security research engagement, or a specialized application—we welcome inquiries about new projects and collaborations.