Hey! I’m Ian
I help businesses make AI work.
We are not yes men
We never have been
If you want affirmation, we’re not for you. Our role as consultants is not to validate bad ideas, rubber-stamp decisions, or tell leadership what they want to hear. It’s to tell the truth before time, money, and credibility are wasted.
Applied AI, Not Theater
We focus on building AI systems that actually work in the real world—not demos, not hype, not slideware. Whether it’s applied machine learning, large language models, or decision support systems, we design solutions. We don’t sell “AI strategy” in the abstract. I build deployable systems.
Mission Driven Development
AI systems only succeed through iteration. Tight feedback loops, prototype, test, fail, refine until the system performs under real constraints. Models are evaluated not just on accuracy, but on reliability, explainability, latency, and downstream impact.
Born in the Department of War
We bring hands-on experience building and deploying AI systems in high-stakes environments. We understand data constraints, security boundaries, legacy systems, and operational realities. Our advice is grounded in what actually works, not what looks good in a pitch deck.
Born in the Department of War Started During the Furlough of 2025
We are an applied AI group focused on building systems that operate in the real world—under real constraints. Our work sits at the intersection of machine learning, software engineering, and operational decision-making. We don’t chase trends or publish hype. We design, deploy, and harden AI that people actually rely on.
Our team comes from environments where failure is not an option—large-scale data systems, mission-critical analytics, and production AI deployed at scale. That experience shapes everything we build: pragmatic architectures, disciplined engineering, and models that are explainable, auditable, and secure.
We believe AI is a force multiplier, not a replacement for human judgment. The best systems augment decision-makers, reduce cognitive load, and surface insights at the right moment. That’s what we build.
If you need define your vision, we are here.
If you need AI that works in production, call us.
Get in Touch!
Schedule a free 1:1 introductory session with me to discuss your AI needs.