Thinking out loud about AI, systems, and execution.

Brad Trnavsky · AI Strategy & Systems Thinking
Thinking out loud about AI, systems, and execution.

I am a Solutions Architect and operations leader who can bridge the gap between complex organizational strategy and the hard reality of execution by deploying intelligent systems that solve real operational friction.

Navy veteran with twenty-five years of experience across fulfillment, logistics, education, and marketing. I build local AI stacks, RAG pipelines, and custom knowledge and context management systems. I don’t just deploy technology; I design agentic workflows that integrate into your existing operations. Through rigorous governance and change management, I ensure these systems are adopted by the people who use them, guaranteeing they stay running when business conditions change.

With an MBA and current MISM studies, this site covers four pillars: systems-first architecture, the mechanics of local AI, deploying agentic workflows that solve complex problems, and building AI programs that scale under load.

Brad Trnavsky in his office with a workflow diagram on a glass whiteboard
Knowledge & Context Systems PKM, PCM, RAG, and how I actually manage what I know
AI Roots & Technology How ML, deep learning, and modern AI actually work
Agentic AI Real tools, honest tradeoffs, practical building blocks
Strategy, Governance & Ethics Making AI initiatives stick — responsibly

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