AI that works
inside operations
that matter.
I find value in identifying the processes and systems inside companies — then reshaping their logic to leverage AI. Not adding a tool on top. Rethinking how the work actually flows.
In collaboration with
Two days in New Jersey.
Real agents. No slides.
The team shipped 35 projects.
The Human Rights Foundation and Finite brought together operators and engineers for two days in New Jersey. The brief: build real AI agents. Ship them. No slides.
Came in as an operator — someone who runs businesses, not someone who writes compilers. Left with production systems running and a clear picture of where this technology actually stands vs. where the hype says it is.
"Two days was enough to ship eight bots and an orchestration layer. Anyone saying they need six months to 'explore AI' is not exploring AI — they're avoiding it."
Also completed: 3 runs, Wagyu beef, California wine, and approximately one metric ton of Skittles. Priorities maintained throughout.
The full learnings and technical notes are in Insights →
The projects built are in Projects →