AI Marketing Operations
Somebody on your team is already using AI, quietly, in a way nobody has written down. That's not adoption — that's a shadow process with no standards attached. I map how work actually gets produced here, build the AI system that removes the real constraint, and train your team on it. The last time I built infrastructure before demand, marketing-sourced qualified leads grew 17x in eighteen months. Your team runs it.
Start with the free snapshotEvery marketing team I've run had more good ideas than it could ship. Never a shortage of things worth doing. Always a shortage of throughput.
The old fix was headcount, which is slow, expensive, and gets cut first. The new fix is supposed to be AI, so the tools got bought and the licenses got assigned and everyone was told to experiment.
What actually happened is that three people found workflows that work, nobody wrote them down, output got faster in some places and worse in others, and there's no way to tell which is which.
Here's the uncomfortable part: ungoverned speed isn't a win. It produces more work than anyone can review, in a voice nobody approved, with facts nobody checked — and the review queue becomes the new bottleneck. You didn't remove the constraint. You moved it downstream onto whoever has to catch things.
And they behave nothing alike.
Lives with the person who built it. Undocumented, unversioned, unreviewed. Dies when they take a vacation or take another job. Produces demos.
Written down, governed, owned by a role instead of a person. Survives turnover. Produces throughput you can plan against.
Pilots are where every team starts. Almost none of them make the crossing.
Campaigns are episodes. Systems are the series.
Your current production process, mapped, with the constraint named and quantified.
Installed and working in your environment, not a slide deck describing one.
The workflows your team invokes daily.
Approvals, escalations, and the never-list.
So the next hire onboards without you.
After handover, because the first month of real use always finds something.
You could run this yourself. That's the design goal, not a limitation. Everything is documented well enough that you could take it in-house the day I leave. The option is the point.
The receipt
At a global B2B manufacturer I inherited a marketing function with almost no pipeline contribution. I built the infrastructure first — CRM from zero across three brands, lead scoring, lifecycle stages, attribution — then scaled demand.
17x
Eighteen months later, marketing-sourced qualified leads had grown 17x.
Most AI rollouts underperform because the demand for output arrived before the system that governs it. Same sequence here. Infrastructure first, demand second.
It isn't a tool recommendation. You almost certainly have the tools already. The problem is that nobody defined how work moves through them, so every person invented their own version.
It isn't headcount replacement. I've never built one of these to cut a team, and I'd tell you on the call if that's what you're after. The constraint being removed is production capacity, not payroll.
It isn't a dependency. Documentation, training and source files hand over at the end. If you want ongoing support it's a separate retainer you can start or stop — not something buried in the build.
Flat project fee, agreed before we start. No hourly billing, no scope creep — if the scope changes we agree a new number before anything moves.
Exact pricing comes with your proposal, scoped to team size and how many workflows are in the build. Teams with a current style guide cost less than teams starting from a blank page.
Before we talk about your production system, let's see what the AI engines currently say about you. It's free, it takes 48 hours, and it usually reframes the conversation.
I run a limited number each month, so there may be a short wait.
Takes about a minute. The more precise the last two answers, the sharper the report.
I'll only use this to run and send your snapshot. No list, no sequence you didn't ask for, and you can tell me to delete it at any time (see the privacy policy). I run a limited number each month, so there may be a short wait.