The short version
From corporate to running the engine.
Twelve years in corporate taught me how big operations run. It also taught me they were not mine. I quit for time, not money. That was over a decade ago, and I have been in internet marketing ever since.
In 2018 I co-founded a social media management company. At its peak we ran 2,500 clients with 15 to 20 freelancers, and crossed six figures in 2019. I ran the backend. Not the face on the videos. The engine that kept it all moving.
I learned what breaks at scale and what holds. I learned that systems beat headcount every single time. So when AI agents got good enough to do real work, I did not need convincing. I already thought in systems.
Today I run a fleet of AI employees on my own business. Lead generation, content, research, reporting, day to day, in production. Then I build the same thing for other owners, on their own knowledge base.