The One-Thing Workshop
A focused working session with your leadership team
You leave withA prioritized use case, an architecture sketch, and a clear go / no-go recommendation.
AI consulting & implementation · Principal-led
AIthatships,sticks,andstayson-brand.
We build custom AI agents and automated workflows your company will actually use: engineered to reach production, coached into your team’s habits, and tuned to sound like you. Three principals, no juniors, no slideware.
Operators,
not slide decks.25+ yearsinfrastructure engineering, now at frontier AI scale10+ yearsexecutive & leadership coaching10+ yearsbrand & systems strategy
not slide decks.25+ yearsinfrastructure engineering, now at frontier AI scale10+ yearsexecutive & leadership coaching10+ yearsbrand & systems strategy
Three ways to work with us
One workshop. One pilot.
Then it runs.
Most AI initiatives fail one of three ways: they never reach production, the team never adopts them, or the output doesn’t sound like you. Each engagement is built to beat all three.
The Pilot
Weeks, not quarters, scoped tight
You leave withA working pilot, evaluation evidence, and a production plan.
Run With Us
Ongoing, until your team runs it
You leave withAn operational workflow, accountable owners, and a team that runs it without us.
Scope and pricing are settled in the first conversation. Every stage ends with a clear decision, and there’s no obligation to take the next step.
See what each engagement coversSee it in action
The AI does the work.
You make the calls.
A customer reaches out
An email comes in from a four-year customer: three service issues this month, and they're wondering out loud about switching.
The AI handles it, your way
It drafts an honest reply in your voice: acknowledges the issues, references the real history, and offers only what your policy allows.
When it matters, it pauses and asks
A customer worth keeping is not a reply to automate. The AI holds the draft and brings in the account owner.
You decide. It finishes the job
One click to send, or edit it first. The reply goes out, the follow-up gets scheduled, and there's a record of who decided.
zcustomer success / at-risk accountDemonstration
“Third issue this month. Starting to wonder if we should look elsewhere.”Customer email · 4-year account · flagged high priorityNEW
Reply drafted, in your voice.
The draft owns all three issues honestly, cites the real service history, and offers only what your policy allows. Nothing promised that you can’t deliver.
Account history Service records Brand voice
Needs a human decisionOn hold, waiting for you
A four-year customer talking about leaving is not a reply to automate. The draft and the history are ready; the decision is yours.
Sounds like you Asks when unsure Keeps a recordZEN / 001
“Make AI a dependable employee,
not a science project.”
The Zen Systems operating principle
Principal-led, always
The people who scope your work are the people who deliver it. Nothing is handed off.
Meet the principalsDoug Scroggs
Principal · Infrastructure & AI engineering
Build it to work.
Jency Medrano
Principal · Leadership & business execution
Make it part of the work.
Carlos Manzanero
Principal · Brand & systems strategy
Make it unmistakably yours.
Which problem should we solve first?
Bring us the stalled pilot, the manual process, or the off-brand chatbot. We’ll tell you plainly if it isn’t worth building.