AI Automation Agency
An AI automation agency that chooses before it builds.
Automating the wrong process is the most expensive thing you can do with AI. It works perfectly and saves you nothing. So the work starts by finding which of your processes is actually costing money, and only then builds anything.
What does an AI automation agency actually do?
It builds automated workflows into the systems a business already runs, so tasks like quoting, follow-up, invoicing and reporting happen without someone doing them by hand.
In practice that means connecting tools you already pay for, adding a language model where judgement or writing is needed, and putting the result somewhere your team already looks. Almost none of it involves replacing software. A workflow built on top of your existing systems ships faster and, just as importantly, can be abandoned cheaply if it turns out to be the wrong idea.
The part most agencies skip is deciding what to build. That is the part that determines whether the project pays for itself, which is why we sell it as consulting first and automation second.
Which processes are worth automating first?
The ones that repeat daily, follow rules a person could write down, and cost you money when they are late. In owner-managed businesses that is almost always the same short list.
| Workflow | What it replaces | Common in |
|---|---|---|
| Missed enquiry capture | Voicemail, missed calls, enquiries sitting unread until the evening | Trades, construction, solar, professional services |
| Quote and proposal follow-up | The owner remembering to chase, or nobody chasing at all | Any business that quotes before it sells |
| Invoice chasing and payment reminders | An awkward phone call somebody keeps postponing | Trades, agencies, distribution |
| Job and project profitability reporting | A spreadsheet rebuilt by hand every month | Construction, manufacturing, agencies |
| Document and form processing | Retyping the same information into a second system | Legal, accounting, recruitment, insurance |
| Scheduling and dispatch | A whiteboard and a phone call to work out who goes where | Field service, trades, logistics |
Worked examples by sector are on the industry pages, covering accounting firms, roofing and construction, solar installers and law firms.
Do you need an automation agency or a consultancy?
An automation agency builds what you ask for. A consultancy decides what is worth building first. Which you need depends entirely on how certain you already are.
If you know exactly which process to automate and which platform you want it built on, hire an automation agency. You will get there faster and pay less, and there is nothing wrong with that.
If you have fifteen small annoyances and no idea which one is actually costing you money, choosing is the whole job. Getting that choice wrong is the single most common reason AI projects produce a working system nobody uses. That is the case we are built for, and it is why the engagement opens with a free review rather than a scoping call.
If what you actually need is to be found by AI search rather than to save time internally, that is a different service again: our generative engine optimization programmes.
How much does AI automation cost?
It depends on how many workflows you run and what systems they touch, so it is scoped after the free review rather than quoted from a price list.
There is no published figure because there is no standard job. Connecting two tools you already own is a different piece of work from rebuilding how quotes move through a 40-person company, and pretending otherwise would mean quoting you for the wrong one.
What is free, what is fixed and what gets scoped is set out in full on the pricing page. The review costs nothing and carries no obligation, so the first honest number arrives before any money does.
Questions people ask about AI automation
What does an AI automation agency actually do?
It builds automated workflows into the systems a business already runs, so tasks like quoting, follow-up, invoicing and reporting happen without someone doing them by hand.
What is the difference between an AI automation agency and an AI consultancy?
An automation agency builds what you ask for. A consultancy decides what is worth building first. Clever Merchants does both, but always chooses before building.
How much does AI automation cost?
It depends on how many workflows you run and what systems they touch, so it is scoped after the free review. There is no published figure because there is no standard job.
Which processes are worth automating first?
The ones that repeat daily, follow rules a person could write down, and cost you money when they are late. Missed enquiries and slow quotes usually top that list.
Do I need to replace my existing software?
Almost never. The work usually connects the tools you already pay for, because a workflow built on top of your existing systems is faster to ship and easier to abandon if it fails.
How long before an automation is actually running?
A first workflow is typically live within two to four weeks of the review, and it is tested against real jobs rather than sample data before anyone relies on it.
Find out what is worth automating
Six questions, about three minutes, an instant report naming the workflows with the shortest path to a result in your industry. Free, no card, no obligation.
Take the free AI Readiness Review