The ARLO Jumpstart Guide
AI is a complete waste of money. Unless you have a system for it. Layton says it best: AI is not the system. AI is leverage for the system.Put it on a mess and you get a faster mess. Put it on something that works — and it runs.
So for us, it didn’t start with AI. It started with this. Write it down.
- Define the work
You can’t automate what you’ve never actually looked at. So here’s all we did: we took one job — a transaction — and wrote down every single piece of it. Every text. Every call. Every “hey, did you get that?” We didn’t sort it. We didn’t fix it. We just got it out of our heads and onto paper.
Here’s the part I missed for four years running a brokerage: it was all in my head. Every bit of it. Ugly when it’s finally on paper? Yeah. But you can’t sort what you can’t see. And once it’s all in front of you, you can finally tell what the job is. Everything else is weight.
Done when → you’d be a little embarrassed by how long the list is. That’s the right list.
- Delete the weight
The part everybody skips. Look at every piece and ask one question: does this need to exist at all?No AI. No tech guy. You just stop doing it. Ours, from the broker’s chair: chasing agents for content — Media Day took that. Rolling a new rule out one agent at a time — one place the whole office reads, once. Shopping for the tool that would finally stick — we fixed the work instead.
Done when → your list is shorter and nobody had to be convinced. Feels good, right?
- Automate the rest
The step everybody skips to. Now every piece left gets one more question: does it take a person — or does it just take time? The hard call. The negotiation. Showing up. That takes a person. Everything else just takes time. And time is what we hand off.
Done when → the “just takes time” column is your AI teammate’s job description.
Pick one job. Ours was a transaction, from “we’re under contract” to the check. Don’t sort. Don’t fix. Just write.
| The piece | Who does it today | When it shows up |
|---|---|---|
Run out of rows? Good. Keep going on the back.
What we crossed out
- Chasing agents for content every Monday
- Rolling out a new rule one agent at a time
- Shopping for the tool that would finally stick
- Being everybody’s answer key at nine at night
What you’ll cross out
Takes a person
- The hard call
- The negotiation
- Showing up
Just takes time → hand it off
- Filing the paperwork where the office can find it
- Writing the agent back when a document lands
- Telling the office what’s still missing
An agent gets the signed counter back at eight-thirty at night. She forwards it. That’s it. That’s the whole job. Two minutes later the file exists: the contract, the counter and the cost sheet filed in their slots; the buyers, the sellers and the other agent on it; the dates in; and a recap back in her inbox so she knows it happened. The office sees the file live. Compliance — real people, on our team — see what’s missing without asking her. When it clears, the email literally says you’re getting paid. And the broker’s phone rings for the ones that actually need a broker.
Not all of it. The earnest-money dispute, the checks, the year-end, the trust account — still on the desk. Sorry. But nobody’s job got deleted. The interruptions did.
When you hire a person you give them a name, a role, responsibilities, KPIs and accountability. Why treat this any differently? The question that sorts everything: if AI joined your leadership team tomorrow, what seat would it own?
- Give it a name
A named teammate gets held to standards and talked about in standups. A “tool” gets poked at on Tuesday nights and blamed by Friday. Ours is ARLO.
Done when → your team says the name in a sentence without smirking.
- Give it one seat
Pick one to start. Ours started in the back office — where the paperwork lives and nobody fights you for the chair.
Done when → you can name the seat in three words or fewer.
- Write the job description
Five tasks it owns end to end — not “helps with.” They come straight off Worksheet 3. House rule: every task in the company has exactly one owner. A person, a VA, or the AI. A task with two owners has zero.
Done when → five tasks have moved from a human’s list to its list.
- Onboard it with context
A new hire gets the files, the history, the templates and your standards. So does this one. It is exactly as good as what it knows about your business and no better. Stop engineering prompts. Start engineering context.
Done when → it answers a company question a new hire couldn’t.
- Set its KPIs
Hours handed back a week. Pieces of work shipped without a human touching them. Turnaround time. Review them weekly for the first ninety days — the same probation a person gets.
Done when → its numbers show up in the same meeting as everyone else’s.
- Give it accountability
A named human owns its output. There’s an escalation path for the weird ones. And when it does the work, the agent still gets the credit — that’s what makes a team embrace it instead of fear it.
Done when → something went wrong, and the fix took a conversation, not a crisis.
| Seat | Who owns it today | First task to hand over | KPI |
|---|---|---|---|
| Back office | You, at nine at night | Deal paperwork — filed, chased, confirmed | Hours handed back / week |
Before your next hire: seat the AI teammate first. Then a VA. Then a person — if the seat still exists.Most seats don’t survive step one.
The broker’s playbook. Every question you answer at nine at night — where do I find the additional provisions, what do I do next, the seller won’t release the earnest money — written down once, in your words, answered the way you’d answer it, and sent to youonly when it actually needs you. That’s the one we’re on. You’ll see where it is on the 29th.