Real-world governance implementations from leading defence organizations.
Implemented comprehensive DSRB-aligned ethical frameworks for autonomous targeting system.
Major defence contractor needed to demonstrate ethical AI governance for lethal autonomous weapons in support of strategic review.
Developed 7-layer governance framework with integrated ethical oversight, decision logging, and human-in-the-loop controls aligned to DSRB review standards.
DSRB approval granted; system deployed with full transparency and accountability mechanisms in place.
Achieved CMMC Level 3 certification for defence AI development and deployment infrastructure.
Defence contractor struggled to maintain CMMC L3 compliance while training AI models on classified defence data.
Designed isolated, air-gapped training environments with cryptographic validation, role-based access, and continuous security monitoring for AI systems.
Successful L3 certification achieved; ongoing compliance maintained across 12+ classified AI development teams.
Established governance framework for autonomous tactical vehicle deployment in field operations.
Military needed governance structure for autonomous supply vehicle that could operate without continuous human oversight in contested environments.
Implemented operational decision authority framework with defined escalation triggers, remote override capabilities, and real-time decision logging.
Successfully deployed across 5 bases; achieved 99.7% mission success rate with zero unauthorized autonomous decisions.
Conducted adversarial testing of defence AI decision-support system before operational deployment.
Combat system AI needed validation against nation-state level adversarial tactics before deployment to theatre.
Executed comprehensive red team exercise simulating adversarial examples, model poisoning, operator misuse, and system compromise scenarios.
Identified 47 vulnerabilities; 44 patched before deployment; remaining 3 mitigated through operational constraints.