Accion Opportunity Fund · August 19, 2026

Putting AI Agents
to Work

Yesterday you built one. Today we give it a job. Real workflows, what to hand over and what to keep, the pitfalls, and how to tell it is actually working.

with Robyn "Jam" Anderson 🧡

Part two of two · Welcome back

Yesterday, in thirty seconds

An agent is a text file with five parts

🪪

Identity

Who it is and what it owns.

🧠

Context

What it reads before it acts.

🔌

Tools

What it can reach and touch.

🛡️

Guardrails

What it must never do alone.

Plus the fifth one, the trigger, which is what starts it. That is the part almost everybody leaves out, and it is the part today is really about.

Missed yesterday? jamout.ai/crafting-agents has the whole thing. 🧡

Open this on your device

Here's what you built yesterday

jamout.ai/agents-at-work

Three more exercises today. Same deal, nothing leaves your device. 🧡

The thing nobody warns you about

Building one is easy.
Using one is the hard part.

What usually happens

  • You build it on a Sunday, excited
  • You use it twice
  • Monday gets busy and you forget it exists
  • You go back to doing the task yourself
  • Three weeks later you decide AI "did not work"

What makes it stick

  • It is attached to a job you already do every week
  • It starts itself, so it does not need you to remember
  • The output lands where you already look
  • It is one task, not your whole business
  • You fix the Brief instead of starting over

An agent you have to remember to use is a tool. An agent that shows up on its own is an employee. Everything today is about crossing that line.

Real jobs, in a real small business

Where agents actually pay off

📣

Marketing

A week of captions drafted from one voice note. The newsletter written from what you already published. Repurposing one idea into five places.

Highest payoff
🤝

Sales

The call recording turned into a follow up the same afternoon. The proposal drafted while it is still fresh. Nobody falling through the cracks.

Most underused
💬

Customer service

Draft answers to the five questions you get every week, ready for you to send. Not auto sent. Drafted.

Careful here
💰

Operations

Invoices chased, receipts sorted, last month's numbers pulled into something you can actually read on a Monday.

Quiet winner
📦

Delivery

Onboarding the same way every time. The welcome packet, the kickoff questions, the check in nobody remembers to send.

Consistency
🎯

Strategy

The weekly review you never sit down to do, written for you before Monday so you walk in already knowing.

Compounding

You do not need six. You need the one you will actually use. 🧡

Exercise 1 · Should you hand this over?

Not every task deserves an agent

How often does it happen?
Does it follow the same steps each time?
Does it need your judgment or your relationship?
If it goes out wrong, how bad is it?
The framework that keeps you out of trouble

Draft, do, decide

Handing something over is not one switch. It is three, and you move through them in order.

✍️

Draft

It writes, you send. Nothing reaches a human without passing your eyes first. Every new agent starts here, no exceptions.

Week one
⚙️

Do

It completes the task and tells you it did. Sorting, filing, pulling numbers, scheduling. Reversible things you can check after.

Once it earns it
⚖️

Decide

It chooses on your behalf. Who to charge what, who to say no to, what to promise. This one stays yours. Mine never got here.

Keep this

Most of my agents live at draft, and I am completely fine with that. 🧡

Exercise 2 · Hand it over, or keep it?

Where's your line?

Six real jobs from a small business. Call each one, then see where I landed and why.

Before we go further

A skill is not an agent

These two words get used like they mean the same thing. They do not, and the difference is the whole reason my agents stay consistent.

🧑‍💼

The agent is WHO

It has a name, a lane, and judgment. It decides what needs doing, when, and whether something is good enough to send you. Mine is Bozma, and she owns marketing.

A person on your team
📋

The skill is HOW

A saved recipe for one specific job, written down once. Same steps, same format, same quality, every single time. No judgment in it at all, just the method.

The recipe card

You already have skills. Yours just live in your head, which is why the job comes out slightly different every time you do it, and completely different when somebody else does.

Hire the agent. Teach it the skills. 🧡

How they work together

One agent, many skills

Bozma is one employee. These are four things she knows how to do the same way every time, because I wrote each one down once.

🧾

Make an invoice

My numbers, my terms, my logo, my bank details. Never a blank template again.

🎠

Build a carousel

My colors, my fonts, my slide count. It comes out looking like me, not like Canva.

📄

Write a proposal

Same structure, same pricing logic, same close. Out the same day instead of four days later.

✉️

Draft the weekly email

Same rhythm every Friday, in my voice, with one call to action.

Here is why this matters more than it sounds. When something comes out wrong, you fix the skill once, and every future one is right. You are teaching, not correcting. If you do a job the same way more than twice, it should be a skill.

A story I am not proud of

My agent did its job perfectly.
It still wrecked my Instagram.

Everything I have taught you so far, I did right. Good agent, good skill, on a schedule, running without me. And it made my account smaller.

3 a day
posts it published, exactly the way I told it to
1.1
average likes, across twenty of them
1 photo
of my actual face beat all twenty of them combined

Then I asked Claude to sit down and review my own account, honestly. What it told me was not what I expected, and it is the reason I am rebuilding this today.

The agent was not broken. Nobody was minding the strategy. 🧡

Building this live, right now

The job I never gave her

Bozma had four skills. Every one of them made something. Not one of them ever asked whether it worked. So I am not hiring anybody today. I am giving her a fifth skill and a Monday morning trigger.

Bozma’s new weekly job · watch me build this
Every Monday morning, before I start work.
Gather: use Apify to scrape 30 days of Instagram, mine and my three competitors.
Read them: their three best posts each, and why. Format, hook, first three seconds.
Read me: what worked, what flopped, and what the data says to stop doing.
Decide: next week’s plan. Each day gets a format, a hook, and a comment keyword.
Every choice has to point at a number that earned it.
And the important one: if the numbers say post less, say post less.
Copied, now fill in the four blanks 🧡 Copied 🧡

A doer makes more. A strategist decides whether more is the answer. 🧡

The distinction nobody makes

Marketing and sales are not the same job

Marketing · one to many

  • Voice, volume, consistency, being findable
  • Content, captions, emails, ads, repurposing
  • AI is genuinely incredible here
  • It is where almost everybody starts, and stops

Sales · one to one

  • Runs on memory and follow up, not volume
  • Pull the real objection out of a call recording
  • Proposal out the same day instead of four days later
  • Surface "call me after Labor Day" after Labor Day

Your AI is probably only good at the left column. The right column is where the money actually is, and it is sitting there untouched because nobody thinks of sales as an AI job.

Customer engagement

The line I will not cross

AI should clear your desk so you can have MORE real conversations. Not have them for you.

Hand over the setup

The draft reply, the summary of what they said last time, the follow up you would have forgotten, the answer to a question you have answered a hundred times. All of it prepared, none of it sent without you.

Yes
🚫

Keep the conversation

Automated calls work in a couple of narrow industries. Everywhere else people hang up, and you have spent trust you cannot buy back. Your customers can tell. That is the whole product for a small business.

No

Being small IS the advantage. Do not automate it away. 🧡

What this looks like on a Tuesday

Most of my first drafts happen
while I'm asleep

🌅

6:30am

My briefing is already written. Real emails from real humans, today's calendar, and what I owe people from yesterday.

✏️

Mid morning

Content is drafted in my voice. I read it, fix a line because it is still my name on it, and approve.

💬

4:00pm

Community replies are queued up, ready to paste. Nobody waits a day for an answer.

🌙

Evening

Everything I did that day gets written down, so tomorrow's agents start where today left off.

Five to fifteen minutes a day of actual input from me. The output is not more content. It is more of ME, at a speed I could never hit alone.

Exercise 3 · What is it actually worth?

Do the math on one task

Think about the job you named in exercise 1. Be honest, not optimistic.

Sixty percent is the honest number for a first agent. You still read it, fix a line, and approve.

1.8 hrs
back every week
94 hrs
a year, which is 2.3 full work weeks
$7,020
of your time, back in your year

That is ONE task. Now imagine you did this twice. 🧡

What makes it stick

Five rules I'd give anybody

One agent, one job, for two full weeks

Before you build the second one. I know it is tempting. The people who build six in a weekend use none of them by Friday.

Attach it to something already on your calendar

Not a new habit. An existing one. If you already send a Friday email, the agent drafts it Thursday night. New habits die, existing ones do not.

Fix the Brief, never the prompt

When the output is wrong, do not argue with it in the chat. Go edit the job description so it is right forever. This is the single biggest difference between people who make this work and people who do not.

Put the output where you already look

Your inbox, your Drive folder, your notes app. An agent that saves work somewhere you never open has not saved you anything.

Keep your name on it

Read it before it goes out, at least at first. Not because it will be bad, but because it is still you talking to your customers.

The ways this goes sideways

Five pitfalls, and I've hit four of them

🎢

The weekend build

You build six agents on a Saturday, use none of them by Wednesday. Enthusiasm is not a system. One at a time.

🤖

Publishing the robot voice

You skip the context step, the output sounds generic, and it goes out anyway because you were busy. Your audience notices before you do.

🔍

Checking everything forever

If you still read every word after two months, you have not saved time, you have added a step. Either raise the trust or drop the agent.

🔑

Handing over too many keys

One agent with access to everything is a bad day waiting to happen. Job by job, folder by folder.

📊

Automating a broken process

If the task is a mess when you do it, it will be a faster mess when an agent does it. Fix the process first, then hand it over.

🧡

The good news

Every one of these is recoverable in an afternoon. None of them cost me a customer. They cost me a couple of weekends.

Thirty days in

How to tell it's actually working

⏱️

The task got faster

Not "AI is amazing." Actual minutes. You know how long it used to take you.

📉

You're editing less

Week one you rewrote half of it. Week four you change a line. If that number is not falling, your Brief needs work.

It's still running

The honest test. Most abandoned agents are not bad, they are just forgotten. If it is still going at day thirty, it is real.

😌

You stopped dreading it

The softest measure and the one that actually changes your life. That task is no longer the thing sitting on your chest.

Small business owners using AI report saving 7 or more hours a week, and people running actual agents recover a median 6.4 hours. But your number is the only one that matters, so measure your own.

Sources: solopreneur AI usage survey 2026 · AI productivity research 2026

When it's time to grow the team

Hire the second one when the first is boring

Not when you are excited. When the first agent has become so routine you forget it is running. That is the signal, and it usually takes about a month.

📣
Bozma
Marketing & Content
🤝
Karl
Sales & Biz Dev
📦
Luanne
Delivery & Product
💬
Ramona
Community & Success
💰
Dorit
Operations & Finance
🛠️
Stassi
Engineering & Builds
🎯
Erika Jayne
Executive & Strategy
🧠
Vicky
Conversations & Insights

Eight seats, built one at a time, over months. Not one weekend. 🧡

What you decided today

Your plan, in your own words

Copied 🧡

Paste it where you will see it Monday morning. 🧡

Before next Monday

Four things, and none of them
take an afternoon

Run your agent on the real task, once

Not a test. The actual thing, this week. See what comes back.

Fix the Brief, not the output

Whatever was wrong, go change the job description. Then run it again. That loop is the whole skill.

Give it a trigger

Pick a day and time and attach it to something already on your calendar. This is the step that turns a tool into an employee.

Leave it alone for two weeks

Do not build a second one. Do not add three more jobs. Let this one become boring first.

My gift to everybody here

The Prompt Shelf

No opt in, nothing to buy. It is the free prompt library I actually use in my own business, plus 30 image prompts and my AI Starter Kit. Go take the whole thing.

jamout.ai/claude-skills

Use ONE thing off that shelf this week. That's all I'm asking. 🧡

If you want to keep going

Club Jam on Skool

Where I teach all of this properly, one small step at a time. Come in with the question you think is too basic. Especially that one. There are no dumb questions in my house.

📚

70+ courses

Including Zero to Claude and the AI Marketing Machine, both built for people who are not technical.

📞

Live calls 2 to 3× a week

With me and other AI experts. Bring your actual screen and your actual problem.

💛

93% retention

People stay, because they are building real things and not just watching videos.

⏱️

5 to 15 min a day

That is the whole secret. Small reps beat a heroic Saturday every single time.

One last thing

You do not need to automate your business.
You need to stop doing the five things you hate.

Start with one. You already built it. 🧡

jamout.ai/agents-at-work · jam@jamout.ai

Thank you, Accion Opportunity Fund. It has been a joy.

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