AI for marketing agencies
Your best strategists spend Thursday building last month's report.
Client reporting. Status recaps nobody reads past the first line. A webinar that has to become twelve posts by Friday. Briefs rewritten because the intake call lived in one person's head. That's Admin Drag, and in a marketing agency it lands hardest on the people you bill for. The fix starts with walking the work as it actually runs in your shop, then hiring a governed Digital Crew of AI agents to carry the busywork, with a named person on your team who owns every one of them.
ON THE FLOOR · MARKETING AGENCIES · STATUS: LIVE
02 · The drag, in your shop
You already know where the margin goes.
It's the last week of the month. Someone pulls the numbers out of four or five dashboards, pastes them into the client's deck, and writes the paragraph about what happened. Three account managers write that paragraph three different ways. Meanwhile every status call turns into notes, the notes turn into a recap email, and the recap turns into tasks somebody re-keys into the project tool. The webinar from Tuesday still needs cutting into posts and an email, each checked against a brand guide nobody has open.
None of that is strategy, and most of it isn't billable. On a retainer, those hours come out of your margin rather than the client's invoice. Add the Toggle Tax, the cost of switching between the project tool, a dozen client Slack channels, the analytics and the docs, and it's paid by everyone on the team, every day. Your team isn't slow. They're carrying a process that was built one client at a time, and they've been carrying it well.
03 · The wedge
Every great workshop had assistants. None of them signed the painting.
Nobody thinks less of Da Vinci because his workshop was full of assistants grinding pigments and preparing canvases. He was the one who decided what the finished piece would be, and every assistant knew which part of the work was theirs. Your agency already runs on that model. The question with AI is the same one he answered: which jobs belong to the assistants, and who signs the work.
Most agencies answer it backwards. They buy a tool, post about it in Slack, and let every account manager use it their own way, so the client starts hearing three different voices in the same month. That's Pilot Purgatory, and the cause is sequence rather than people. The method I use with clients is the Walkdown. Walk one real piece of work, the monthly report for one client say, start to finish the way it actually happens. Question every step, because a step with no reason on file gets scrubbed. Then crew what's left: each step goes to a person, a simple automation or an AI agent, and every step that isn't a person gets a named owner and a decision it never makes. Last, check it with the people doing the work. The technology only shows up at the third move.
So what does AI for a marketing agency actually look like when it works? A Digital Crew. A Digital Crew is a governed team of AI agents with named roles, defined jobs, a human manager, and decision rights that stay with people. The crew takes the busywork. Your best people get back to the work only they can do.
the Shadow
Crew Member
the Crew
04 · The crew, in your agency
Three seats, each one owned by someone on your team.
Finds and qualifies
Scout
Before a new-business pitch, Scout pulls together what's public about the prospect: their site and the roles they're hiring for. Your team walks in talking about the prospect's problem instead of your capabilities deck. Between reports, it watches each client's numbers in the tools you already connect and flags the swing an account manager should hear about before the client calls.
Carries the admin
Scribe
It drafts the monthly report narrative from the numbers, for the account manager to edit and put their name on. It turns a status call into the recap email and the tasks in your project tool. It takes Tuesday's webinar transcript and writes first drafts for every channel, in the client's voice, from the client's own style guide.
Readies the team
Coach
It answers a new hire's how-do-we-do-this questions from your playbook and each client's brand guide, not the internet's. Before anything goes to a client, it runs a QA pass against that client's guide and tells the account manager what it found.
Every seat has a person on your team who owns it, and every seat has decisions it never makes. A person approves everything a client sees. The crew never sets strategy, never quotes scope or price, and never decides what a client is told.
05 · Governed, because your clients will ask
Your clients are going to ask how you use AI. Have the answer written down first.
Your team works inside other companies' numbers and customer lists, usually under an NDA. If your agency is like most I talk to, some of your people are already using AI on personal accounts, and you probably don't know which ones or what client material has gone in. Banning it won't stop it; it just goes quiet. You govern it: sanctioned tools, clear rules about which client data goes where, and a written position on AI-made deliverables before a client's procurement team asks for one. Ownership is part of that conversation too, and it's less settled than most contracts assume (Do you really own the AI content you're selling to clients?). Every engagement I run starts there, and the Shadow AI Governance Launchpad is free if you'd rather start on your own.
06 · For conferences, chapters and agency networks
One session. Every agency in the room leaves with its first crew member.
If you run a marketing conference, an AMA chapter or an agency peer network, the fastest way to move your members is to put this in front of all of them at once, so everyone leaves with the same language for the same problem and a first crew member built from their own work. It runs as a keynote or a hands-on workshop, in person or virtual, ahead of planning season. Your members keep what they build.
DIGITAL CREW · MISSION PATCH
07 · For agency owners
Two doors, depending on your size.
AGENCIES UP TO 12 · FIXED SCOPE
Crew Launch
If you run an agency of a dozen or fewer and reporting and production are where the week goes, start here. Two live sessions: your team trained on the one AI you've chosen, then your first Digital Crew member hired from your own work, with a named person on your team who owns it.
See how a Crew Launch works →LARGER AGENCIES
The Strategy Call
If your agency is bigger than that, or the drag runs across departments rather than one team's accounts, start with a strategy call. Thirty minutes and an honest read on whether a redesign is worth your money.
Book a strategy call →08 · Proof
Marketing rooms are where this started.
I've been speaking to marketers for years, from Content Marketing World and the MarketingProfs B2B Forum (returning in November 2026) to the AMA St. Louis Annual Conference and DigiMarCon St. Louis. Agency people have been in those rooms the whole way. Here's Rich Brooks of Flyte New Media, a digital agency in Portland, Maine, after an in-person AI boot camp I ran with my partner Chris Carr.
No matter what level you're at, Chris and Mike have done a great job of putting something together that we could all use.
09 · Your number
Start with your AI Opportunity Score.
FREE · ABOUT THREE MINUTES
Find your AI Opportunity Score
See how many hours a week your team could get back, in about three minutes, then get a starter crew member built for the biggest one.
10 · Meet Mike
Practitioner, not futurist.
Mike Allton is a practitioner, not a futurist. He runs his own business on a Digital Crew and hosts The AI Hat Podcast. He helps teams clear the Admin Drag burying their best people - redesigning the work first, so a crew of governed AI agents takes the busywork. Whether you sell, serve, or build, the drag is the same. He came up in marketing himself, writing for marketers at The Social Media Hat and co-writing The Ultimate Guide to Social Media Marketing, so an agency's month-end looks familiar to him.
January is when an agency's year gets decided.
Agencies don't get a quiet fourth quarter, so the real planning slides into the new year. Picture going into those planning calls with the monthly reports already drafted and your account managers spending those hours on clients instead. That year gets built in its first month, and a Crew Launch is the fastest way to start building it.