I design and deploy AI systems inside companies.

I work inside the business to understand how work actually happens, then turn it into useful systems: a shared company brain for the team, autonomous agents for defined workflows, or both.


What I build

Company brains. One shared AI agent that gives the team access to company knowledge, connected tools, and repeatable skills through Slack or Discord. It works with people. It gives everyone a practical way to use AI in the work they already do.

Autonomous systems. Agents that run a defined workflow from a trigger, use the right tools, and bring a human in when judgment or approval is needed. The workflow comes first. The automation comes after.

My biggest strength is closing the gap between the founder's business goals and the work on the ground. I can sit with the founder to understand the direction, then work with the teams, learn their systems, and build the technical solutions that multiply productivity or automate a complete department. .


Who I work best with

Usually an eight-figure company, with enough people, tools, and repeated work for a good system to matter
A founder with a clear ambition, or the willingness to clarify it with me
A team that communicates openly and wants to implement, test, and move quickly
Ecommerce is the strongest fit, but other innovative companies can work when I can learn how the business operates

Learn with me

I share the inside view of this work as I go: what I build, what breaks, and what I learn from deploying these systems inside real companies. Everything below is free.


Notes from inside the work

I write about the systems I'm building, what is working, and what I got wrong. No fixed schedule. Just an email when I have something useful to share.