Last week I sat in on Lao Zhou's meeting — minute 40 is when it clicked
Last week I tagged along with Lao Zhou to meet a manufacturing client in a second-tier city. The client's opener wasn't "we want to use AI" — it was "can you cut half my workforce?" The meeting dragged to minute 40 before Lao Zhou caught on: this guy doesn't want AI, he wants a proposal that lets him sleep at night. I've made this same mistake — assuming "client wants AI" means "let's do an AI project together." Most of the time, what they actually want is a PPT they can show the board.
This mirrors a story Shen Yue told on the Tech Brief podcast, S10E27. Shen Yue spent 12 years as a PM at big tech, then pivoted to FDE (Forward Deployed Engineer) — and almost every on-site visit is pure firefighting.
FDE isn't a tech role. It's a translator.
Shen Yue says 80% of his day isn't writing code — it's translating "AI fantasies" into something actionable. Case in point: a private-company boss wanted AI to cut headcount from 6,000 to 3,000. Shen Yue didn't agree right away. He mapped the workflow first, then told the boss "AI can touch these steps, the rest is off-limits." An FDE is basically contractor + teacher + translator rolled into one.
If you've been taking on AI projects but keep feeling like clients "don't know what they want" — this role is your escape hatch. OpenAI and Anthropic are both building FDE teams. Global postings have exploded over the past two years. Some call it "the sexiest job in Silicon Valley."
Can you replicate this role today?
Money: Don't invest yet. Plan to "run alongside the client for free once" — first meetings are about proving you get it, not making money.
Time: 2-3 hours listening to the podcast (search "Tech Brief S10E27"), then 30 minutes mapping out which industry's "business flow" you know best.
Tech barrier: No coding needed. You do need to hear what a boss is anxious about, then translate it into AI-shaped tasks.
First step: Open that podcast now, jump to minute 8, listen to the "state-owned enterprise firefighting" segment. I assumed FDE meant technical consultant. After listening, I realized it's 80% emotional + workflow management. I got stuck on this step too.
Advice by stage
Just starting (no clients yet): Don't rush to register a company. Listen to the podcast, then rebrand yourself as "I know XX industry's business flow" — that's worth 10x more than "I know AI."
1-2 clients (currently firefighting): Today, send each client a message: "Are we off-track?" Break fuzzy goals into 3 concrete actions. I skipped this step once and paid for it.
Scaling (want a 2-3 person team): FDE naturally fits small teams — one who knows the business, one who codes, one who walks clients through the process. Way more stable than pure outsourcing.
Not everyone needs this role. Skipping it for now is fine. But right now, the industry isn't short on "people who know AI" — it's short on "people who can translate AI into language bosses actually hear."