AI Amplified Systems is an Ohio-based, veteran-owned engineering company that builds complete intelligent systems — artificial intelligence, enterprise software, data, automation, and integration — around the expertise of the people who run the operation.
We don't build AI to replace what your best people know. We build systems that capture it, apply it consistently, and make it available across the organization.
Ask what makes any operation work and the answer is rarely the software. It is the people who have done the job long enough to know what the data isn't telling them — the engineer who can look at a drawing and see where it will fail, the analyst who senses the anomaly before the dashboard flags it, the clinician who reads a marginal case correctly because they've seen a hundred like it.
"That judgment is the real intelligence in the enterprise. AI didn't create it, and AI can't replace it.
AI can amplify it.~Rachel Dzieran, PhD
Most AI efforts train on documents, deploy a model, and discover too late that the results miss exactly what the experts would have caught.
We start with the experts, not the dataset. We sit with the engineers, analysts, operators, and clinicians who do the work and capture the judgment behind their calls — the tradeoffs, the exceptions, the "it depends" that a spec sheet can't hold.
Then we build that reasoning into the system in a form they can inspect, adjust, and trust, so the people who supplied the knowledge can verify, correct, and improve it.
The result is AI that makes your experts faster, more consistent, and more available across the organization, without ever asking them to take its word for it. The expertise stays in the organization and in human hands.
Intelligent applications, decision-support tools, knowledge systems, and workflow automation, engineered together with the secure software architecture, data integration, and infrastructure they need to work in real operations.
Interpretable AI designed around human expertise and operational decision-making.
Production applications engineered to make intelligence usable throughout the operation.
Secure integration of systems, data, and expertise into a coherent operational platform.
Intelligent workflows that apply expert reasoning consistently while keeping people in control.
Our proprietary FAME (Fuzzy Associative Memory for Expertise) platform, developed from Dr. Dzieran’s doctoral research and validated in high-stakes settings including clinical medicine, is purpose-built for exactly this: encoding expert judgment into interpretable AI that people can verify and override.
The evidence is consistent across fields. Humans and AI make better decisions together than either does alone — but only when the human can see the system's reasoning and weigh it against their own.
A tool that just outputs an answer creates dependence and erodes the very expertise it was supposed to support.
A tool that shows its work amplifies that expertise — and that is exactly what we build.
A United States Air Force Academy graduate and Air Force veteran, Rachel holds a PhD in systems engineering, a Master’s in bioengineering, and is the originator of the FAME framework.
Her peer-reviewed research on human-AI collaboration in high-stakes decision-making has been published in journals including Current Transplantation Reports (Springer Nature). She founded AI Amplified Systems to put that research to work for organizations that depend on expert judgment.
A retired Navy SEAL and senior software engineer, Thomas leads platform engineering and implementation.
He combines 20 years of operational experience with more than a decade building production software systems.
Our approach applies anywhere expert judgment drives outcomes and the cost of a wrong decision is high — an engineering review, a supply chain decision, a clinical call, an underwriting judgment, a mission plan.
If your organization runs on the knowledge of experienced people, we can help you keep it, scale it, and amplify it.
The expert is the source of the intelligence. AI amplifies the expert. It doesn't replace them.
Tell us where expert judgment matters in your organization. We'll start there.