Practical AI Show · Deep Dive

I hired a team
I couldn't afford.

Six seats. One org chart. Nobody on payroll. Here is exactly what each one does while I sleep.

Why this is a hire, not a tool

A tool waits for you.
A hire starts on its own.

The framework

An agent does not exist
until something fires it.

Delegation is the work of moving things out of the "me" column.

That is the whole job. Not better prompts. Most people think they are delegating when they are actually just typing faster.

How I decided

I started with the Integrator,
not with the tasks.

  1. One seat that runs the others, so I stop being the routing layer.
  2. Split by function, not by tool. Sales. Talent. Cash. Growth.
  3. Give each seat a Rock tied to the company's actual annual goals. Not agent goals. The same ones my advisor holds me to.
  4. Write a charter, so nobody needs reminding. Everything the seat needs lives in its own file.
  5. Give each one triggers, so it starts without me.

Step 4 is the one people skip. A charter is why I never re-explain the job. Step 5 is why I never start it.

The accountability chart

Humans and agents
on one chart.

Visionary · Loop Closer
Olga
Integrator
Integra
Sales & Marketing
Midas
Operations & Delivery
Artemis
Finance & Admin
Plutus
Growth
Demeter
Audit
Argus
Delivery
Recruiter
Delivery
Recruiter
Delivery
Recruiter
Client Success
Coordinator
Agent seat Human seat (names off screen)

Three of those seats used to be mine, and all three were failing on capacity. No agent manages a person. Integra holds the system. I hold the people.

Six seats sounds like a lot to manage

I talk to one of them.

I stopped being the one who remembers.

Job description

Integra

Integrator

Accountable for the system running, and for every commitment landing on the date it was promised.

Top three jobs

  • The 8:15am read.Checks every machine ran, reads every output, and hands me one ranked list. Five items, maximum.
  • The trigger watch.Anything that changes a search reaches me as an answered question, yes or no. Never as a heads up.
  • The Thursday exec packet.Built Wednesday night, so Thursday is a meeting and not a scramble.

May never

  • Send anything to a human.
  • Decide what a good candidate is.
  • Mark another seat's work done.
Job description

Midas

Sales & Marketing

Accountable for pipeline all the way to my signature. It runs the deal. I close it.

Top three jobs

  • Sweep inbox, sent and calendar.Nothing inbound sits past 24 hours without a next step. Referrals same day.
  • Prep before every meeting, debrief after.Run sheet waiting in the morning. Call scored from the real transcript, never from memory.
  • The weekly funded-and-hiring scan.New targets found before anyone asks for them.

May never

  • Send a client email.
  • Set a price.
  • Write my follow-up.Its job there is the reminder, not the draft. That was a deliberate choice.
Job description

Artemis

Operations, Delivery & Recruiting

Accountable for delivery quality. One goal underneath everything: a successful candidate in the shortest possible time.

Top three jobs

  • 6:15am, rebuild the compass.One page per search, scored against that client's live rubric.
  • 6:45am, the pipeline review.Every search triaged, one coaching note per recruiter written and staged.
  • 3:40am, score yesterday's screens.Every phone screen rated on the AI fluency scale before I open my laptop.

May never

  • Email a candidate or a client.
  • Invent a screening criterion.
  • Decide where the bar sits.
And here is the real thing

One agent's charter.
This is the whole job description.

Pantheon / Plutus / charter
Plutus
AI-Native Director of Cash · chartered August 11 · reports to Olga through the Integrator
The seat in one line

Plutus touches earned fees and turns them into money in the bank. Earned to invoiced inside 24 hours, invoiced to collected without a scramble, and the weekly collections number always true. It never talks to a human.

Rock this quarter · closes Sept 30

Caught up through July, every invoice sent, everything timely from here. Marked hit or missed out loud on the 30th.

Why the seat exists

Invoicing depended on the owner remembering. The record shows what that cost: a never-invoiced list that sat two weeks and grew, a placement fee that waited 25 days on one missing number, and two weeks in a row with nothing collected and nobody naming it.

Accountabilities
  • The hire watch. Read-only daily scan for offer-accepted and start-date signals. A hire with no invoice on record pings her the same day.
  • The Monday deep pass. Every triggered invoice drafted and reconciled.
  • The chase cadence. Due plus one, a staged chase. Plus seven, a follow-up. Plus fourteen, an escalation decision brought to Olga as a yes or no. Adult voice, never a scoreboard of shame.
  • The six-month calendar. Each second fee confirmed in-seat before billing, invoiced on its real date, never early.
Never
  • Never emails a human.
  • Never sends an invoice.
  • Never decides a price.

Written once. It has not needed re-explaining since.

Process one · a prospect arrives

Before the call.

1
A referral lands in my inbox.This is the only thing that has to happen. Nobody presses start.
Event
2
The sweep catches it.Nothing inbound sits longer than 24 hours. A referral is same day.
On its own
3
Qualified against my written ICP.Are they willing, do they have sales systems, do they have sales management.
On its own
4
The deal is created in the CRM.One board, one owner, a next step with a date on it.
On its own
5
I get a short intake note.What the company does and how big it is, so I can disqualify in thirty seconds instead of an hour.
On its own
6
The meeting gets booked.
Event
7
The morning of, my run sheet is open and waiting.Seven research blocks, each one ending in what it changes about the call. A coaching card sits on top: my last grade, and the habit I keep missing.
On its own

Seven steps. I have not typed anything yet.

Process one · continued

After the call.

8
I hold the call.This one will never move. It is the whole reason the rest exists.
Only me
9
The transcript appears and the debrief fires.I never have to ask for it.
Event
10
My call is scored on all seven steps of my sales process.From the transcript, never from memory. It grades me, not the prospect.
On its own
11
Everything gets filed.Scorecard saved, coaching library updated, notes into the CRM, deal stage moved, my to-dos created with dates.
On its own
12
It does not write the follow-up.It reminds me, with the day count, every single day, and it only stops when the send actually happens.
By design
13
I write it and I send it.Every word that leaves my company is mine.
Only me

Step 12 is the one I get asked about. I could have it draft the email. I decided not to. A prospect follow-up in someone else's words is how you lose the relationship you were trying to keep.

Process two · coaching my recruiters

Every morning,
before anyone wakes up.

1
6:15am. Nobody is awake.
Clock
2
It pulls the whole search.Every candidate, stage, rejection reason and work history. Read-only.
On its own
3
It reads each person against the client's live rubric.The rubric is versioned and dated. When the client changes their mind, I bump the version and everyone is re-scored on purpose.
On its own
4
It reads the signals.Who actually replied. What the client said in their portal. Which records are broken.
On its own
5
It builds one page per search.Same address every morning. The recruiter opens the same link daily and it is never stale.
On its own
6
It writes the coaching line at the top.On track or off. Three numbers against pace. What is working, named first. Then ONE change for today.
On its own
7
6:45am. The note goes to the recruiter.It is internal, so it sends itself. I am copied. I did not write it, approve it or press anything.
On its own
8
They open their laptop and it is already there.Their page, their numbers, and the one change for today.
Their move

And the rule I am proudest of: if the coaching line was not rewritten today, the page says so out loud rather than passing yesterday's judgment off as fresh.

The question everyone asks

"How do you trust it
with your business?"

That is a yes or no question and it has no yes or no answer. Trust is set per job. And the line is not how important the job is. The line is whether it leaves the company.

Does it alone

Reading, scoring, filing, building the page, moving the deal, creating the to-do. And every email to my own team.
Inside the company, it just goes.

Drafts it, I send

Anything that leaves the company. Clients, candidates, partners, vendors.
No exceptions, and I do not expect that one to change.

Never touches it

Pricing. The gut call. Whether the work was worth doing at all.
These are not automation problems.

And it is not a philosophy. It is one line of config on the machine, with the reason written above it:

# SAFETY BOUNDARY, not plumbing.
# Mail access is READ-ONLY: search and get only.
# No draft. No send. No labels. No archive.
# This run CANNOT email anyone. Do not add write tools here.
ALLOWED="Read,Write,Edit,Grep,Bash,mail__search,mail__get_thread"
What runs with nobody watching

Nine machines,
one list when I wake up.

3:40 am
Yesterday's phone screens scored
6:15 am
Every recruiter compass rebuilt
6:45 am
Pipelines triaged, coaching staged
7:00 am
Every client report rebuilt
7:30 am
Everyone I owe a reply, ranked
8:15 am
All of it read, five things for me
Mondays
The invoice pass
Thursdays
The exec packet
every 5 min
New lead on the site, pushed to my phone

By 8:15 the work of a morning is done and I have five decisions in front of me. That is the entire point of the build.

What it used to cost me

The two jobs
I got back.

Coaching my recruiters

Before

An hour and a half per recruiter. Three recruiters. Four and a half hours a week.

I would pick some candidates out of the hundreds we see, open LinkedIn one at a time, read the background, and write a note by hand if it was off the rubric. The whole standard lived in my head. I dreaded it, and some weeks I was too busy and it did not happen at all.

Now

Every candidate. Every morning. Before anyone is awake.

Not a sample. Not the weeks I had time. All of them, scored against the client's live rubric, with one change for that day.

Every prospect call

Before

Thirty minutes of prep. Fifteen minutes of filing.

Research the company, the news, the LinkedIn. Then notes, then the CRM afterward. I would tell myself I would file it tomorrow, and by tomorrow I had lost half of it. I dreaded that part.

Now

I do not open the CRM anymore.

The deal, the record, the notes, the reminders. All of it done before I would have gotten to it.

6 to 9
hours a week, depending on how many calls I have
26 to 39
hours a month
8 to 12
full working weeks a year, back
But the hours are not the real number

The expensive weeks were
the ones I skipped.

Sourcing feedback sits upstream of everything. If we are looking for the wrong person, every hour after that is wasted, and nobody finds out for weeks.

The saving is not ninety minutes.
It is that it never gets skipped again.

The part I did not expect

Nobody asked it to look.
It brought me these anyway.

And it never hands me a problem
without a move attached.

That is a written rule, not a personality. A seat that reports a problem and stops has not done its job. It is also the difference between an assistant and an alarm.

Now ask it about your business

Every company has
the same three jobs.

One

Sales and marketing.
Who finds the work and who wins it.

Two

Operations and delivery.
Who actually does the thing you sold.

Three

Finance and admin.
Who makes sure you get paid for it.

That is not my model. That is every company, including yours. And you are probably holding at least two of those seats yourself right now. So there are your first three agents.

Where you start

Five steps, in this order.

  1. Write the vision first. Nobody can hand you this one. No agent can invent it and no agent should try.
  2. Name your three seats and what each one is accountable for. An outcome, not a task list.
  3. Put one agent in each seat. Then let it propose its own goals against your vision. You approve them or send them back.
  4. Train it like a new hire. When it gets something wrong, correct it once and write the correction down. That is the difference. It never makes that mistake again.
  5. Help it along. It will not be right on day one. That is not a reason to stop, it is just what managing looks like.
Where the automation actually comes from

I run it myself the first time.
That run is the documentation.

I am not automating my job.
I do it once, and then it tells me which parts it can take.

The honest part

It is not poof,
and it is done.

It is a team. You still have to manage it.

What actually changed

I feel like the captain of the ship, instead of trying to be every job on the ship.

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