Defense Prototype Architecture
Concept-to-prototype architecture for defensive systems, advanced sensors, AI decision tools, and contested-domain research.
- System requirements
- Physics-first modeling
- Validation gates
- Integration boundaries
Consulting Services
Architecture for systems that have to thrive under pressure.
Fratres X AI helps teams reason through hard technical problems: autonomy, sensor fusion, AI safeguards, prototype validation, and production boundaries for high-consequence environments. Available for freelance consulting, embedded architecture work, prototype leadership, and possible remote full-time roles.
Autonomy & Sensor Fusion
Navigation-health, degraded-environment reasoning, and multi-sensor architecture for autonomous and semi-autonomous systems.
- INS / terrain aiding concepts
- Fusion architecture
- Waypoint logic
- Diagnostics
AI Safety & Adversarial Evaluation
Blue Team, Red Team, safeguards, classifier hardening, and evaluation work for models and agentic systems.
- Threat modeling
- Classifier testing
- Policy-aware evaluation
- Failure-mode analysis
Medical & High-Trust AI
Local-first RAG, controllable agents, and reliability tooling for medical and other environments where trust matters.
- RAG architecture
- Auditability
- Human oversight
- Reliability hardening
Consult with a technical second brain!
Book a discovery call to talk through your system, constraints, assumptions, and the fastest responsible path toward a working prototype. Eastern Time, based in Massachusetts.