Hire more engineers
Every small fix still waits in the same queue.
CS manager
Knows why customers churn and what would save the account.
By turning the people you already have into builders of their own AI tools.
The hard part is knowing what to build and describing it clearly enough that an AI can help build it.
Every small fix still waits in the same queue.
Knows why customers churn and what would save the account.
Generic software misses your process and edge cases.
Knows where the hours disappear and what needs to be automated.
People learn prompts, but nothing ships into the workflow.
Knows which channels waste time and where the handoffs break.
This isn't an AI initiative. It's a people initiative. AI is just where it starts.
A Vertical Builder is a domain expert who can turn repeatable work into AI-powered tools without depending on R&D.
They automate their low value tasks, so they can focus on doing the things only they can do.
Multiply, don't hire.
You pick one department and I take eight to twelve of your people through it.
We map how work gets done, set up a safe build space with R&D, and tie it to the business metrics your leadership already cares about.
4 workshop days that mix teaching and building. Everyone works from their own real workflows.
Everyone shows a working tool to your leadership.
Each person ships their first working tool in the first week. Then they improve it and build more.
The cohort teaches a skill, not a tool. What is worth building, how to build it, and how to judge if it is good.
Every tool reports its own results: hours saved, usage, and whether the metric moved. ROI becomes a number, not a slide.
We build the harness with your R&D that lets non-technical teams ship useful tools, while giving R&D more control over company AI use than they ever had before.
People get the context, access, and hosting they need to start building.
Every build happens inside a space R&D sets up and owns.
Security checks run on every change before anything reaches production.
R&D can see what is being built, set the rules, and shut off access anytime.
I have spent the last 3 years building AI products at VC-backed startups. Not as an engineer. As a builder with no coding background.
Your people already know the hard part, which is their actual work, and the building is the part I can teach.

in revenue influenced by tools I built with no engineering support
of hours saved a year, in production, not in a demo
Vertical Builders trained and mentored
You don't have to bet the company. You start with one department.
When it works, you do it again with the next team, and the one after that.
Grab 30 minutes with me and we'll figure out exactly where it fits.
Book a call with Stav →