After being laid off from eBay in 2024, Linara Bozieva founded a marketing agency that utilizes a sophisticated three-layer workflow powered by 27 custom AI agents to manage operations.

Key Points

• Linara Bozieva, a former eBay employee, launched her San Jose-based agency, Ravenopous, following her 2024 layoff.
• The automated system features 27 custom AI agents organized into three layers: directives, orchestration, and execution.
• The workflow manages full-cycle marketing, including ad creation, performance analysis, and reporting, for a monthly subscription cost under $1,000.
• Bozieva utilizes various AI tools, including Claude Code, ChatGPT, HeyGen, and ElevenLabs, to power her agency's infrastructure.
• The system has been trained on 14 client profiles, allowing Bozieva to oversee multiple accounts with only two hours of work per client each week.

Why it Matters

This model demonstrates how individual entrepreneurs can leverage autonomous AI agents to scale complex business operations without a large traditional staff. It highlights a shift toward "human-in-the-loop" management, where domain expertise and interpersonal skills remain essential for overseeing AI-driven workflows.