Blue River Technology builds production-focused AI systems for high-trust and regulated environments. For the AMD x LabLab AI Academy Challenge, I am participating individually to develop an AMD-powered agentic AI prototype combining efficient AI inference, intelligent workflow automation, runtime safeguards, evidence logging and human oversight. The goal is to demonstrate how advanced AI can become a practical, transparent, controllable and commercially deployable product. I will use the challenge to benchmark AMD technologies, improve the architecture, publish a working demonstration and share the engineering lessons with the wider AI builder community. No additional teammates are being recruited for this individual challenge.