I understand human change.
Years in schools and leadership coaching taught me to listen for fear, confusion, ownership, and trust before I change a workflow.
Optimization Doc Start diagnosis → About Jethro Jones
Practical AI help.
I turn AI noise into useful systems that fit the way you and your people actually work.
Former principal Led people through complex work and change.
Ed.D., 2026 Education leadership, University of Missouri-St. Louis.
OpenAI Select Partner Part of the OpenAI Partner Network.
Builder and operator Ships and runs systems inside real businesses.
The work came before the tools.
Before Optimization Doc, I was a teacher, school principal, and leadership coach. That work taught me that a new system only helps when the person using it can understand it, trust it, and keep it running.
My doctorate in education leadership studied how principals use AI. It gave me a useful distinction: AI used only for efficiency can create cognitive debt. AI used for innovation can create cognitive equity by expanding what a person can do.
That is the standard I bring to your work. The goal is not more AI. The goal is a healthier system and a more capable person.
Read the dissertation record →Why this combination matters.
You do not need one more person who knows the tools. You need someone who can connect the tools to people, decisions, and daily work.
I can build the system.
I work with code, APIs, data, automations, AI models, and the tools already inside your business.
I teach while I work.
You see how the system works, how to judge the output, and what to do when reality changes.
I operate what I recommend.
I run businesses, publish media, support clients, and maintain the same kinds of systems I help you build.
You can inspect the work.
These are real systems built around a real person, a real constraint, and a job that needed to get done.
Spokane Property Signals
A Realtor needed a custom CRM for waterfront and neighborhood-specific opportunities. I built the public-record research pipeline and review workspace.
Podcast guest workflow
A new booking now creates the prep, folders, tasks, messages, and follow-up work a host needs.
Podcast clip publishing system
New episodes become transcript-backed clip options, branded audio, and vertical videos with a human review step.
“This was different. It was one of the most valuable meetings I’ve had in a very long time.”
The thinking is public.
I have spent years teaching, writing, interviewing leaders, and showing my work. You can see how I think before we work together.
Bring me the work that keeps getting stuck.
We will look at the people, the process, and the tools. Then we will decide what is worth building.