I build AI workflows for paid media agencies — reporting, campaign QA, audits, briefs.
Right now I do it for free, in exchange for writing about the problem we solved.
Message me on LinkedInMore clients means more work.
More work means more employees, more management, and more complexity.
So growth costs you margin. Every new account brings its own reporting, its own QA, its own weekly grind — and eventually its own hire.
AI gives us a new lever:
More output per person.
Revenue growth stops automatically forcing headcount growth. What each person can produce goes up instead.
An agency can get more profitable as it grows, instead of less efficient.
The repetitive work behind client delivery:
I’m not selling anything right now. What I want is real problems inside real agencies.
Why free: I’d rather have a handful of workflows running inside real agencies than a deck full of opinions about AI.
You get the workflow. I get to write about something that actually happened.
The only thing I need from you is an honest look at how the work gets done.
I’m not trying to make your agency autonomous.
AI handles the assembly: pulling the data, checking the settings, drafting the first version.
Your people keep the judgment, the QA, and the final approval — and they keep the client relationship, because that was never the bottleneck.
The goal is not to remove people from useful work.
The goal is to remove as much unnecessary manual work as possible.
I spent more than a decade working with startups and large companies on data, processes, automation, APIs, and how information moves between people and systems.
Then I took a year to go deep on AI agents, coding, and MCP servers.
Now I’m putting that to work inside paid media agencies — one workflow at a time, for free, until the results speak for themselves.
I work alone. You get me, not a junior with a template.
Tell me the task nobody wants to do. If I can automate it, I’ll build it for free and you keep it. Send me a DM on LinkedIn.
Message me on LinkedIn