I identify the highest-impact opportunities for AI inside your business, build production-ready systems, deploy them into your workflows, and measure the results. No demos. No hype. No slop.
15 years in enterprise engineering. Three founder exits. Three advanced degrees. Certified in AI and Machine Learning.
engineer · operator · builderLive products, real pipelines, actual documents. No adjectives doing the work that artifacts should do.
engineering leadership across
Your workflows mapped against where AI actually removes cost, scored by impact and effort rather than by what is trending this week.
Fifteen years building enterprise systems. Three companies built and exited. The technology isn't the hard part. Making it useful is.
Specific moves ranked by return, with the top three scoped for build. Not a forty page deck that dies in a shared drive.
Every claim comes with proof: working systems, real architecture, and measurable outcomes.
Agentic systems installed inside your operation: cutting cost and hours across operations, development, marketing, and the workflows in between. Scan, map, install. About three weeks to the first working system.
Working sessions inside your real workflows. No questionnaire, no discovery theater.
Every opportunity scored against impact, effort, and what your systems can support today.
The top systems built and running, your team trained, and a roadmap for what comes next.
Every term and every system, written out in full on this site. Written for people, indexed by machines, cited by both.
// this window is real: the full text of every document lives on this site, ungated.
One prompt you paste into Claude or ChatGPT. It interviews you, then writes a ranked, evidence-gated audit of your operation.
Twelve complete prompts for real work, each shown with the actual output it produced. The Self-Audit finds it, these fix it.
Fifteen terms you will hear in every AI meeting, in plain English, each with the sentence to say out loud.
// full text lives on this site, free and open. one email unlocks the packaged PDFs.
Real systems for your work and business, no code required. Built from the free library's bones, taken all the way. Priced on the store page.
AI systems that do real work, installed inside real businesses, with the proof published where anyone can check it.
One conversation tells you whether there is real money on the table. If there is not, I will say so.
