Masterclass: How FDEs make $1M/yr deploying AI agents
Summary
Forward Deployed Engineers (FDEs) earn $1M+ annually by deploying AI agents that drive $5-25M in value for companies—but success requires process re-engineering, not just applying AI like paint. The real opportunity lies in buying service firms (accounting, legal, IT) and systematically automating outdated workflows.
Key Takeaways
- FDEs generate massive ROI by targeting service businesses with outdated processes (accounting firms, law practices, IT shops) where AI can directly impact margins and revenue—companies share profits when you drive $5-25M in value.
- AI isn't a surface-level tool—it requires process re-engineering. Map systems of record, identify exceptions, and rebuild workflows from scratch rather than overlaying AI on existing processes.
- Private equity is already running this playbook at scale: acquire service firms, deploy AI engineers internally, systematically automate processes. This is a proven acquisition + transformation model happening now.
- Voice AI tools (Gemini 3.8 Live, Transcribe, Text-to-Speech) enable real-time business automation and cross-market expansion—integrate voice interfaces into products for accessibility and new market entry.
- The FDE business model works because you're not selling software—you're selling outcome-based value. Companies willingly share profit slices when AI deployment directly increases their revenue or reduces operational costs.
Related topics
Transcript Excerpt
Why are people getting paid a million dollars as for deployed engineers? It sounds crazy, right? But if you think about it, it isn't. Cuz if you're deploying agents and you're able to drive 5, 10, $25 million of value for companies, would they be willing to give you a slice of that pie? It turns out yes. So the question becomes, how could you become a foreploy engineer? How could you deploy agents to make companies run more efficiently, drive revenue, lift margins? Well, today I brought on Boss from Veric Agents for an inside look at how this works. He's sharing examples from client engagements with the details changed that you just don't get to see publicly. This is for the first time ever on the internet. And that's really cool. I think a lot of people have talked about for deployed engi…