You set the direction. Claude executes from your real files, brand standards and tools. You review finished work that sounds like you. No code, no engineers, and nothing published without your yes.
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Module 8 · Workflow 1
The Prospecting Engine
A prospect list in. Researched, persona-matched outreach out, straight to drafts.
Module 8 · Workflow 2
The Content Engine
One brief in. A complete on-brand content pack out, saved as real files.
Module 8 · Workflow 3
Growth Ops on a schedule
Live campaign data in. A written report and finished deck out, every week.
I've spent more than 25 years in marketing and the last seven working with AI. And through 2025 I was still doing AI the way most marketers do. A chat window open in a browser tab, prompting my way through one task at a time. It helped, but I was still the one doing all the work. Pasting things in, uploading files one at a time, re-explaining the same context, stitching every piece together by hand.
Then in January 2026 I found a different way of working. Claude Cowork, running from my own files and folders. Instead of prompting for answers, I started handing over whole jobs. A clear goal, access to the right folders, the business context, instructions for the output. Then I stepped away.
"Work that used to take two or three hours started coming back in about twenty minutes, in my voice."
Because early on, plenty of jobs didn't run like that. Claude would stop to ask questions, pause mid-workflow, and come back with work that needed redoing. When I dug into why, the answer was a little uncomfortable. The limit was never Cowork. It was me. My folders were unclear, important information was hard to find, and Claude was doing its best with a mess.
A good Airbnb host doesn't stand in the hallway answering questions. They write one great welcome guide. How to find the place, how to get in, how everything inside works. Guests help themselves.
So I wrote one for Claude. Structured markdown files that explain how my marketing folder works, so it can find everything without asking.
The Airbnb Strategy fixed the context. The 10-80-10 model fixed the way of working. You direct, Claude executes, you judge. Human judgement at the beginning and end, with Claude handling the repetitive execution in the middle.
Context Claude can navigate, a habit you can keep. That's the whole system.
And it's the system behind everything that's happened since. Two in-depth newsletters published every week, a Substack grown to 15,500 readers, 55+ companies trained, and a weekly Inc. column on marketing with AI. Not by working more hours. By working differently.
This course installs that same system, refined into steps you can follow, so you make the switch in weeks instead of the year it took me to piece it together.
It's 5.30pm and you're still at your desk, typing "try again" into a chat window. The doc next to it is half-finished. So is the one behind it. And the to-do list AI was supposed to shorten hasn't got any shorter.
That's the chat tool trap, and it looks like this:
Marketers who delegate that work to AI are already getting hours back every week.
Six months from now the gap isn't talent. It's a system.
Same role, same hours, a different way of working. If you can brief a junior team member, you can do this. Setting direction and reviewing work is the skill you already have.
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The old way treats AI as a conversation. The new way treats Claude as an operating environment.
AI as a conversation
one message at a time
Time to get it doneHours, often days
Claude as an operating environment
works from your own files & folders
Time to get it doneAbout 20 minutes
And here's the new way on an ordinary Tuesday. You sit down with a coffee, trigger a workflow, and twenty minutes later you're reviewing a finished piece of work, deciding whether it ships. Claude did the middle. You did the judgement.
No code. No engineers. Built for solo marketers, marketing leaders with small teams, and founders doing their own marketing. If you can brief a junior team member, you can do this.
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Every module slots into one of three phases: Adopt, Automate, Integrate. This is the same process I run live inside companies, now available as 10–12+ hours of online training.
Build the operator habit
The mindset, confidence and 10-80-10 habit needed to use AI effectively, with your first finished job in Module 2, not Module 10.
Teach Claude your work once
Turn repetitive marketing work into reusable workflows, Skills, Plugins and scheduled tasks, and install the Airbnb Strategy so it all runs without interruptions.
Make it part of everyday operations
Connect Claude across your existing stack so complete workflows become part of how your marketing runs, from research to reporting to design.
★ One-time payment · Lifetime access · No subscription
One price, and you get the whole operating system. No upgrades, no add-ons, nothing else to buy later. Ten modules across three phases: Adopt, Automate, Integrate. Refined from the training I run inside companies.
↑ One of three complete workflows you'll build in Module 8 alone.
★ 30-Day First Workflow Policy · instant access · expense-friendly receipt
For context: the in-person version of this training is a two-day workshop at $2,500 per person. This is the same knowledge base, refined further, self-paced, with lifetime access.
"I'd been treating Claude like a slightly better search engine. Robert showed me how to work with it properly, with files, context and connected tools, and my monthly report went from half a day to minutes."
After I got to grips with Cowork, I left with three workflows I now use every week. Whatever corner of marketing you sit in, you'll walk away with things that genuinely fit how you work.
Nikki
Head of Marketing, SaaS
Cowork was brand new to me. Robert gave us a clear way to structure everything. I went home, set it up that night, and had my campaign-brief workflow running by the end of that day.
Adrian
Brand Manager, Agency
Robert takes big, intimidating topics and breaks them into steps you can follow. I left having built my first reusable Skill, a brand-voice checker I now run everything through.
Andrew
Content Marketing Manager, SaaS
What made it land is that Robert is a marketer first, not a tech evangelist. He understands the actual work we do, so every example was relevant and nothing felt like hype.
Laura
Founder, Agency
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Robert Gillespie
Marketer first · 25+ years · Inc.'s AI marketing expert · CIM keynote speaker
I've spent more than 25 years leading teams, building campaigns and judging what good marketing looks like. These days I spend my time showing companies large and small how to put Claude to work on their marketing, including teams at Adobe and JP Morgan Chase. Inc. Magazine calls me their AI marketing expert, and I write a weekly column for them on exactly that.
Working this way has helped me produce work at a quality and speed I didn't think was possible for one person.
I honestly believe Claude Cowork is the single most effective way for a marketer to get the everyday work off their desk. That judgement is what I teach.
"I thought I was already good with AI. I had a prompt saved for everything. Then I watched Cowork work through my actual files and build the whole deliverable itself. That was the moment I realised I'd been doing it the old way all along."
★ 30-Day First Workflow Policy · instant access
You still provide the strategy. You still decide what good looks like. You simply stop spending so much of the week on the execution between those points. The hours come back, and the weekend catch-up disappears.
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- Robert© 2026 The 10-80-10 Claude Operator System · Robert Gillespie