Research & development

Genaura Research and Development

Genaura R&D conducts infrastructure penetration testing and model-level red-teaming of AI systems — identifying exploitable conditions under real adversarial conditions and mapping them to prioritized remediation. In parallel, our optimization frameworks improve compute efficiency across the AI stack, reducing the energy and resource cost of training and inference while preserving model capability and numerical stability.

Offensive security

Structured penetration testing against production and pre-production infrastructure, and systematic red-teaming of AI models and their surrounding tooling, delivered as prioritized reports with severity ratings, exploitability context, and concrete remediation guidance.

Compute efficiency

Optimization methods that target utilization, memory hierarchy, communication overhead, and energy cost across the training and inference stack — more useful work per accelerator hour, at lower sustained operational cost.

Contact: team@genaura-labs.com · genaura-labs.com