At twenty-five, standing watch over a reactor aboard the USS Enterprise, one rule settled everything since: the machine does the work, but the officer holds the authority and answers for it.
Seven years in the Navy as a Nuclear Engineering Officer, then thirty more applying the same instinct to civilian ground — co-founding and running an environmental engineering and compliance firm, building and selling a thirty-million-dollar inspection company, and serving as a finance and capture executive in defense staffing. Different soil every time, the same work underneath: a systems engineer separating what must be decided from what must be done.
"His ability to understand the relationship between strategy and tactical execution is consummate. I still consider him a mentor."
For all those years the deciding was done by hand, because there was no execution layer worth trusting with the load. Applied AI is what finally changed that — not autonomous agents deciding on their own, but a real workhorse that carries the weight inside a structure a human still defines. It is the reactor's bargain, now available to any business.
That is Keystone AIC. The judgment stays with the person who understands the operation. The heavy lifting goes to the machine. The systems that result are the ones a business runs through — applied, auditable, and owned.