AI transformation for marketing agenciesYour tools work. Just not together.
Most agencies don't have a strategy problem. They have four tools that don't talk to each other, and people typing the same project into all of them. I find where the hours are going, design the fix with AI only where it belongs, and show you what it gave back.
- Built on your own numbers, not industry benchmarks
- Nobody gets replaced. The hours go back to your team
- No commission on any tool I recommend
Illustrative. One project's path through a typical agency, marked up the way the audit reads yours. It is not a client's.
Ran sales and partnershipsat a US white-label agency whose only clients were other agencies
1.2 people foundin one US agency's own time study, on admin between two systems
Account managers trained on AIso I know where it helps them, and where it stops
If you run an agency of 11 to 50 people
You can feel it. You just can't prove it.
Some of this will sound uncomfortably familiar.
- Revenue is holding. Profit isn't.And nobody can tell you exactly where it went.
- Your team is flat out, on work nobody pays for.You suspect it. You can't put a number on it.
- Every tool was bought for a good reason.Together they don't talk. So someone types the same project into three of them.
- You bought the AI seats.Two people love it, most opened it twice, and nothing in the numbers moved.
- One person knows how everything really works.And you get nervous every time they take a week off.
- Clients are asking how you use AI.Your account leads improvise the answer.
What you've probably already tried
- A new project management tool
- A senior PM
- An SOP push that lasted six weeks
- AI seats for the whole team
- A coach or a mastermind
Each one helped a little. None of it stuck. Not because your people are the problem. It's what happens when an agency grows faster than the way it works.
It's not just your agency.
The AI is rarely what fails. What fails is the chain underneath it.
- 7%
of organizations have embedded AI in ways that deliver measurable business results.
Adobe, State of Marketing in an AI-Driven World, 2026 - 44.1%
of agency professionals name inefficient processes as their top obstacle. Siloed systems come next, at 40.4%.
Basis, 2026 Advertising Agency Report - 60%
of AI projects without AI-ready data will be abandoned through 2026, Gartner predicts.
Gartner, 26 Feb 2025
I've worked inside agencies, not around them.
I ran sales and partnerships at a US white-label agency whose only clients were other agencies, and its marketing before that. Project agreements, sub-clients, delivery margin, what an account manager's week actually looks like. I know it from the inside, not from a framework.
So I don't pitch AI the way most people pitching AI do.
- Starts with a tool
- Starts with how one project moves through your agency
- Industry benchmarks
- Your own time data, your own tools
- A free call that is really a pitch
- A free call that ends with a straight yes or no
- Sells the build, so always finds more to build
- Two good outcomes: hire me for the build, or run the roadmap yourselves
- AI everywhere
- A written list of what should not be automated
- "Do more with fewer people"
- Nobody gets replaced. If that's the brief, I'm the wrong person
- Commission on the tools it recommends
- None, ever. Everything I recommend, you could do without me
The method
Diagnose. Architect. Build. Release.
Every engagement runs in this order. Nothing gets built before it has been diagnosed, and once your team runs it, I step out. The first two steps are the audit, and you can stop there.
- 01
Diagnose
Where the hours go, what talks to what, and what nothing can read. Evidence from your systems, not opinions.
You getYour chain mapped, and its cost in people - 02
Architect
The fix, designed and written down: tools, workflows, integrations. This is where the human layer and the AI layer get defined.
You getA priced, sequenced roadmap - 03
Build
Installed, tested and documented, one phase at a time. Each phase ends with you better off and free to stop.
You getWorking systems, in your own accounts - 04
Release
Your people trained to run it, the result checked against the Diagnose baseline, and then I leave.
You getYour team running it without me
Diagnose and Architect, laid out in full
The AI Opportunity Audit.
Where your hours are going, and where AI actually belongs. Here is exactly how it runs and exactly what you get, so you can judge it before we ever speak.
How it runs
- FreeIntro call30 minutes, no deck. What triggered this, and what already works.You getA straight yes or no on the audit
- 01ScopeYour trigger and your size pick which of the ten workflow chains I run.You getThe chains, agreed up front
- 02InterviewsYou and the people who run those chains, one department at a time.You getYour process, in your team's words
- 03Your dataRead-only access to your tools and any time data you have. Nothing is copied out.You getFindings from your systems, not my guesses
- 04ReadoutThe written audit, walked through live with your leadership team.You getA document your ops lead can run with
What it looks at
In every audit
- Tools and data mapEvery system, what talks to what, and what nothing can read.
- The time costYour own numbers, converted into full-time people.
- AI baselineWhat is already in use, how well, and what it is making worse.
- The roadmapWhat to fix first, what it costs, what it gives back.
Plus the chains that matter to you
What brought you here? Pick one to see the chains it points to.
All ten chains shown.
- 01New businessHow leads arrive, get qualified and followed up, and what happens to the ones that go quiet.
- 02Scoping and quotingHow work gets defined, estimated and priced, and how consistent that is between people.
- 03Approval and contractsProposal to signature, and what gets lost in the versions between.
- 04Project setupCreation, naming, folders, tasks, and how many systems the same information enters.
- 05Delivery and productionHow work gets made, reviewed, revised and approved internally.
- 06Client reportingStatus updates, approvals, and how reports get assembled.
- 07Time and capacityTime capture, utilization, resourcing, and whether anyone can see who is free next week.
- 08Billing and collectionTime entry to invoice to cash, and where revenue leaks between them.
- 09Retention and growthRenewals, upsells, and whether churn signals show before they become churn.
- 10Knowledge and SOPsWhat is documented, what lives in one person's head, and what breaks when they leave.
What $997 buys
What you walk away with.
Ten things, all yours to keep, whether or not we ever work together again.
- Your operating chain, written downEnd to end, in your team's words, including the parts that today live only in conversation.
- A tools and data mapEvery system you run, what talks to what, what's duplicated, and what nothing can read.
- The time cost, in peopleYour own numbers turned into full-time equivalents. A number you can put in front of your leadership team.
- An AI baselineWhat's already in use, by whom, how well, and what it's quietly making worse.
- Where AI belongs, chain by chainAnd a written list of what should not be automated. Most of the value is in that second list.
- A human and AI responsibility mapWho decides, who checks and where AI sits, step by step. Anything with money attached stays with a person.
- A priced, sequenced roadmapWhat to fix first, what it depends on, what it costs and what it gives back, with a clean stopping point after every phase.
- What I couldn't verify, markedNo number dressed up as more certain than your data allows. A smaller number you can defend beats a big one you can't.
- Credit, in writingWhat your team has already built that works, named. Most agencies have more of it than they think.
- A live readoutThe findings walked through with your leadership team, every question answered, before you decide anything.
What is the admin costing you?
Put in your own numbers. It starts from the case study's.
The AI Opportunity Audit
- Steps 1 and 2: Diagnose and Architect
- The four core checks, plus the chains your trigger selects
- All ten deliverables, yours to keep
- No obligation after it
Two good outcomes. You approve a first phase, or you take the roadmap and run it yourselves. I say that before you buy, not after.
Start with a free callCase study, a US marketing agency
1.2 people they were paying for, and never hired.
Two project management systems doing one job, bridged by people. Their own time study put admin at 10 to 20 percent of account management time. Nobody had turned that into people, until the audit did.
Read the case studyOpens in a new tab. About 4 minutes.
Their number, from their own time study. Not my benchmark.
Who this is for, and who it isn't.
I'd rather tell you now than after you've paid.
A good fit
- 11 to 50 people, with US clients
- Four or more tools in daily use
- Some time tracking, even bad time tracking
- You or your ops lead can give the audit time each week
- Profitable, or close. An investment, not a rescue
- Willing to change how people work, not just which software they use
Not a fit
- The brief is fewer people
- No time tracking, and no willingness to start
- The owner wants to hand it off entirely
- Your processes are documented and connected already. You need fine-tuning, not a diagnosis
Deepak Ravtani, Ahmedabad. Works US hours. LinkedIn
Why agencies bring me in.
I came up through operations and production, then marketing, brand strategy and sales leadership, most of it inside agencies. I don't read an agency as a strategy problem. I read it as a chain of handoffs, and I find where it leaks.
- Found 1.2 people in a time studyfor a US marketing agency, from its own numbers, and mapped where AI should sit in its quoting.
- Mapped generative AI for a studioa feasibility study and roadmap for where AI fits in a US animation studio's production.
- Trained account managers on AIat a US white-label agency that delivers work for other agencies.
- Built a sales operating systemfor a US white-label agency, and led its partnerships.
- Rebuilt a 17-step sales processfor a 40-person US agency, end to end.
- Brand strategy for agenciespositioning and brand strategy for several agencies, the largest a 90-person US agency.
- The aim is to leave your agency not needing me
- Everything built is yours to keep
- Client data stays in your agency's own tools and accounts
- Nobody gets replaced. That is the design, not a reassurance.
Questions owners ask.
Anything else, ask me on the call.
What does the audit cost?
$997, one fixed price, bought on its own, with no obligation after it. The intro call before it is free, and it ends with a straight answer on whether the audit is worth buying for your agency.
Why pay for an audit when others offer a free call?
A free call can't look at your numbers. The audit does: your tools, your time data, your people. And because the audit is the product, not the preamble to a sale, I can tell you to build less, or to run the roadmap yourselves.
What if our time data is a mess?
Most agencies' is. The audit works from whatever exists, however patchy, and marks anything it couldn't verify. I'd rather give you a smaller number you can defend than a big one you can't.
What do you need from us?
Time with you and the people who run the chains I look at, read-only access to your tools, and whatever time data you have. You or your ops lead, available while it runs.
What happens to our clients' data?
It stays in your agency's own tools and accounts. My access is read-only, and nothing is copied into mine.
Do we have to hire you for the build?
No. The audit ends with a priced first phase you can approve or decline, and a roadmap your own team can run. Both are good outcomes, and I'll say so on the first call.
How is this different from buying an AI tool?
A tool fixes one step. The audit maps the whole chain first, so you know which steps need AI, which need a different fix, and which should stay exactly as they are. I take no commission on any tool I name.
Will this replace people?
No. If the brief is fewer people, I'm not the right person for it. The hours go back to the people already there, and to the clients they look after.
Start with a free call.
Thirty minutes, no deck. Tell me how your agency runs and what brought you here. You leave knowing whether the $997 audit is worth it for you.
- What triggered this, and which chains it points to
- What you've already built that works
- A straight answer on the audit. If it isn't worth it, I'll say so.
On Google Meet. Times show in your own time zone, and the Meet link comes in your confirmation email.
No time that works? Email [email protected].