Nobody has a twenty-year track record in AI Implementation, because the field isn’t twenty years old. Sit with that for a second, because it’s stranger and more generous than it sounds. Every established profession has a priesthood — degrees, licenses, decades-long ladders — and the priesthood’s job is to make you wait. This field has no priesthood yet. The line hasn’t formed. Which means the ordinary rules about who gets to participate are temporarily, gloriously suspended.
Temporarily is the operative word.
What actually compounds
People hear “move fast” and picture recklessness. That’s not the claim. The claim is arithmetic: in a young field, every unit of doing pays interest in four currencies at once.
Reps. Your tenth outreach message is unrecognizably better than your first — not because you studied messaging, but because nine real humans responded or didn’t. There is no course for that. There is only the count.
Proof. One working deployment, however small, converts you from “person with opinions about AI” to “person whose thing runs.” Proof is the only credential this field currently recognizes, and proof is manufactured exclusively through motion.
Reputation. Being early and visible in a small pond means the pond learns your name while it’s still cheap to be known. The same visibility costs a fortune once the field matures and the priesthood forms.
Judgment. The subtle one. Knowing which client to refuse, which system fits, which edge case will bite — that’s pattern recognition, and patterns require exposure. Readers accumulate information. Operators accumulate judgment.
The person six months ahead of you isn’t smarter. They’ve just been wrong more times, sooner, about things that mattered.
The readiness trap
“I’ll start when I feel ready” sounds like prudence and functions like a treadmill. Here’s the mechanism nobody explains: readiness is a lagging indicator. The feeling arrives after competence, and competence arrives after reps, and reps arrive after starting. Waiting to feel ready before starting is waiting for the receipt before the purchase. The sequence only runs one direction.
Meanwhile the tutorial-collector runs the sequence backward — another course, another tool comparison, another month of “research” — accumulating the vocabulary of the field and none of its judgment. I almost got stuck there myself. The exit wasn’t a better tutorial. It was a deadline and a first conversation.
Fast is not sloppy
One boundary, so this essay can’t be misread: speed applies to starting, never to shipping junk. Move fast to the first conversation, the first pilot, the first deployment — then be slow and paranoid about guardrails, testing, and edge cases, because a client’s phone line is not a sandbox. The formula is quick to commit, careful to deliver. Reversing it — slow to start, careless to ship — is the exact signature of the amateur.
The window
Every young field eventually grows its priesthood. Certifications appear, incumbents entrench, the pond fills. When that happens here — and it will — the people who moved during the open window become the establishment the next generation has to climb past. That’s not a threat; it’s an invitation with a date on it. The window is open now. Credentials can’t be rushed. Speed can be chosen this afternoon.
Choose it. The syllabus is three chapters long, and chapter three is a move, not a read.
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