You wouldn’t hand a new hire the keys on day one. No tour, no training, no “here’s how we do things” — just a desk and your credit card.
So why do it with AI?
An AI seat is a hire. It has infinite stamina, perfect recall, and zero judgment on day one. Judgment is what onboarding installs. Skip the onboarding and you don’t have an employee — you have a very fast intern with no supervision making decisions in your name.
The job description comes first
Nobody starts a human employee without telling them the job. The AI version is the SOP: what this seat does, what it never does, what “done” looks like, and what it escalates instead of deciding.
Write it before the seat starts. Not after the first mistake — before. “You draft, I approve.” “You never publish.” “You never mention a client by name.” “When you’re unsure, you ask.” Boring sentences. They’re the entire difference between a seat you trust and a seat you babysit.
A seat with no job description invents its own. You won’t like its choices.
Probation: review everything
Every new hire gets a probation period. The AI seat gets one too — and during probation, the human gate sits on every output. Every draft gets read. Every action gets checked. Not because you distrust the seat, but because you’re calibrating it.
This is the part most people skip, and it’s the part that matters most. Probation isn’t punishment; it’s training data. Every correction you make in week two is a rule the seat follows in month six — but only if you write it down.
Give it the company history
A new employee gets the lore: how we got here, what we tried, what blew up, who matters, how we sound. The AI seat needs the same. Context is training.
Feed it the record. Past decisions and why they were made. The mistakes and what they cost. The voice — how you actually talk, not how a brand guide talks. The values that outrank any single instruction. A seat that knows the history makes decisions like an insider. A seat without it makes decisions like a temp.
This is the compounding part. Six months from now, your seat knows things no new hire could learn in six months — because it was there for all of it, and it doesn’t forget.
Performance reviews
Review the seat weekly at first. What did it get right? What drifted? What needs a new rule? Then write the rule down.
The rules file is the employee handbook, and it should grow. Every surprise becomes a sentence. “When the client changes scope mid-thread, summarize the change and confirm before continuing.” That’s not a prompt tweak — that’s institutional knowledge, and it belongs to the seat permanently.
Quarterly, do the bigger review: is this seat’s job still the right job? The business moved; the seat should move with it. Stale SOPs produce stale work, and nobody notices because the output still looks polished. Polished and wrong is the most expensive kind of wrong.
Promote slowly
Widen the seat’s latitude as it proves out — the same way you’d trust a human with more over time. Two-way doors first: reversible work, drafts, research, analysis. The seat runs; you spot-check.
The one-way doors stay gated until the track record earns them. Money, publishes, sends, deletions, commitments — those keep the human tap until the seat has a long, boring history of being right. Boring is the promotion criterion. Excitement is a red flag.
The order matters: latitude is granted on evidence, never on optimism. “It’s been great so far” is not evidence. Six months of reviewed output is.
The three hiring mistakes
Hiring for the interview. A great demo isn’t a great employee. The demo shows what the model can do; onboarding determines what the seat will do, every day, unsupervised, in your name. Judge the seat at week six, not minute six.
No handbook. Every correction stays verbal, nothing gets written down, and the same mistake comes back monthly wearing a different hat. If it isn’t in the rules file, it didn’t happen.
Promoting too fast. Auto-publish before probation ends. Direct customer contact before the voice is trained. The seat will feel ready before it is ready — eagerness is not competence.
The payoff
Here’s what you’re building: a trained seat compounds. It doesn’t quit, doesn’t forget, doesn’t have a bad day, doesn’t take its knowledge to a competitor. Six months in, it holds more of your operating history than any single employee — and it applies it instantly, every time.
Everybody rents the same models. The models are commodities; they get cheaper and smarter on someone else’s schedule. Nobody else has your trained seat. The onboarding — the SOPs, the corrections, the history, the handbook — is the moat. It’s the only part of the AI stack a competitor can’t download.
So onboard like it matters. Write the job description. Run the probation. Do the reviews. Promote on evidence.
You’re not configuring software. You’re hiring. Act like it.
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