For marketers, agency operators, and advertising professionals
This is not another AI course. It is a guided system for turning scattered tool usage into workflows, pilots, and operating decisions you can actually run.
Choose one workflow worth changing first
Name what AI handles and what stays human
Submit work and get a real pass / revise decision
First 14 Days
The path I actually took
This timeline looks cleaner than it felt in real life. But these were the milestones that moved me from curiosity to shipping.
Why this instead of general AI
General tools are useful. I use them every day. But they do not decide which workflow you should change first, what artifact proves progress, or whether the work is actually strong enough to move on.
The gap I kept seeing was not information. It was sequence.
Most people do not need more AI ideas. They need a better first move and a review loop that is honest about what is still weak.
Generic AI
Gives fast answers and generic ideas
Moves you through a structured path with real marketing and agency artifacts
Generic AI
Does not know your workflow, team, or current sprint
Remembers your role, constraints, active sprint, and previous work across sessions
Generic AI
Suggests things to try
Assigns specific artifacts, reviews them, and scores them against rubrics
Generic AI
No real accountability loop
Sprint-based progression with decision gates, unlocks, and revision loops
Generic AI
Same experience for everyone
Track-based paths for agency leads, agency builders, and marketing leaders
Free · No credit card · 2 minutes
The system
Not another pile of prompts. A working system for marketers going from “I want to build something with AI” to something real and shipped.
Office hours only become useful when the mentor remembers the sprint, the workflow, and the actual constraints around the work.
The product is structured on purpose. You move from assessment to artifact to review instead of collecting AI ideas without a sequence.
Templates and resources matter, but only when they stay attached to the next decision or deliverable you need to ship.
Best fit today
The product supports multiple tracks, but from where I sit, it is strongest today for agency teams and agency builders who need a clearer path from workflow experimentation to something they can actually run.
For operators trying to modernize delivery without making client work sloppier or the team more confused.
Hopefully you leave with a workflow map, a measurement plan, and a clearer sense of what can change safely.
For founders and independents trying to turn AI capability into a real service instead of another vague “AI agency” story.
The idea is to prove the workflow spine first, then build the offer on top of something real.
For internal leaders who need a more credible path to pilots, governance, and rollout than random experimentation.
If this works well, you should end up with a pilot path that is easier to explain internally and easier to trust.
I spent 18 years in advertising — most of them as a VP at a global media agency — before I wrote my first line of code. In 2022, the new wave of AI tools made me curious. In 2023 and 2024, I took courses, built small things, hit walls, and kept going. I'm building this because people keep asking me how I made that transition.
From my experience, the hardest part was not getting access to AI. It was knowing what to learn first, what to ignore, and how to keep moving when every new tool promised too much. Courses taught theory. Generic AI often gave me an answer, but not a path. The gap was even sharper when the question became operational: what is safe to change, what is still fragile, and what would actually help a team or client?
3,500+
AI-assisted commits
3
shipped AI products
7
Andrew Ng courses completed
500+
blog posts on the journey
Full Access
30-day free trial · No credit card required during trial