Linara Bozieva Builds 27-Agent AI Marketing Agency for Under $1,000 a Month

5 articles · Updated · Business Insider · May 18

Bozieva, a former eBay analytics employee laid off in 2024, says her San Jose agency now runs on 27 custom AI agents that handle full-cycle marketing under her oversight.
Three workflow layers power the system: six orchestration agents assign work, while other agents build technical infrastructure, drive traffic and convert leads into revenue.
Under $1,000 in monthly subscriptions covers Claude Code, Codex, ChatGPT and specialized tools; Bozieva said she tested the setup on 14 client profiles and now serves five active clients.
About 2 hours a week per onboarded client is enough for oversight, she said, though she still handles strategy, client judgment and moments when AI lacks enough data or context.
20 to 25 clients is the scale she believes one person could manage with the system, pointing to a model where humans act more as operators supervising AI-driven execution.

As AI lets one person do the work of a full team, what becomes of traditional career paths?

When an AI marketing system makes a costly mistake, who is legally and ethically held responsible?

Can a solo founder with 27 AI agents truly outcompete a human team's creativity and strategic insight?