Quick answer
An AI automation agency builds systems that take repetitive work off your team. Most of it is workflow automation connecting the tools you already use, with AI handling the steps that need judgement. A first build usually takes a few weeks. The term covers very different firms, which is why quotes vary so much.
Bring one process that annoys you
We'll give you a rough ROI estimate on a free 30-minute call.
- Assessment £5,000, credited against the build
- Builds from £10,000
- Support from £250 a month
Free 30-minute call. No obligation.
A note before you read on. We run an AI automation agency, so we're not neutral. We've tried to write the explanation we'd want if we were the ones buying.
What does an AI automation agency build?
Three kinds of thing, and most projects mix them.
Workflow automation
Rules that move information between systems without anyone touching it. A form comes in, the CRM updates, the right person gets a task, the invoice goes out. No AI involved, and often none needed. This is still most of the work, because most wasted time in a business is someone copying things from one place to another.
AI-assisted automation
Workflows with a step that needs reading or judgement - pulling a reference number out of an email, sorting enquiries by type, summarising a document. The AI handles messy input a rule can't, and a person checks anything it isn't sure about.
In practice
AI agents
Systems that take a task end to end: read the request, decide what to do, draft or act, and hand off to a person when they're out of their depth.
In practice
Agents get the attention. Plain workflow automation still does most of the saving, and a good agency will tell you when a simple rule will do the job better than an agent.
What does an engagement with an AI automation agency look like?
It should run in three stages, in this order.
01An assessment.
The agency maps each process through interviews with the people who do the work, and with leadership where needed, then works out which processes are worth automating and the return from each. With Automaly that's 45 minutes to an hour per process, and the whole assessment takes about a week.
02A build.
The highest-return process first. You should see it working within a few weeks. Ours typically take three to four.
03A handover.
Documentation and training, so your team can run it without the agency. Ongoing support should be optional.
What does an AI automation agency cost?
Ours start at £10,000 for a first build, with an optional £5,000 assessment that comes off the build price, and support from £250 a month. Most agencies don't publish prices at all. We've set out what the rest of the market is estimated to charge, and why so few firms publish, in our guide on how to choose an AI automation partner.
What's the difference between an agency, a consultant and a contractor?
People use the three words interchangeably. They're different jobs.
A consultant
tells you what to do. You get a recommendation and a roadmap, and someone else builds it.
A contractor
builds what you specify. Good value if you've already worked out exactly what you need, and risky if you haven't.
An agency
works out what's worth building, builds it and hands it over. You're paying for the judgement as much as the build.
Plenty of firms, us included, do some of each. If you already know exactly what to build, you need a contractor. If you don't, you need someone who'll work it out with you first.
What tools do AI automation agencies use?
Mostly off-the-shelf platforms rather than custom code: workflow tools like n8n, Make and Zapier, Airtable as a working database, open-source tools where they fit, your existing CRM such as HubSpot, Salesforce or Pipedrive, and the right large language model for the job, set up with guardrails. A good agency is tool- and model-agnostic, picking what fits your stack rather than what it happens to know.
The tools are the easy part. What you're paying for is knowing which process to automate, and keeping it reliable when the input is messy.
What makes an AI automation project work?
Projects that work have five things in place, and getting them there is part of a good agency's job.
One agreed, standardised process. It's normal for people to do the same job differently. A good agency maps how the work really happens with the people who do it, then agrees one version with you before anything gets built.
Access to the systems and data. A good agency checks early which systems have API access and where the information lives, so there are no surprises halfway through the build.
One process at a time. Start with the process that costs most, get it working properly, then move on. Early results build confidence across the team and help pay for what comes next.
A person checking anything uncertain. Language models are sometimes confidently wrong. A well-built system knows when it isn't sure and passes those cases to a person, so nothing questionable goes straight into a live record.
Someone who owns it. Every system runs better with someone inside the business who understands it. A good agency trains that person as part of the handover, so the system keeps pace as the business changes.
How do you spot a good AI automation agency?
A good one tells you what not to automate, doesn't earn a margin on the software it recommends, has something working in weeks, and leaves you owning what it built. The full set of questions to ask before you sign is in how to choose an AI automation partner.
Which processes should you automate first?
The ones that pass four tests.
It happens often.
Daily or weekly rather than once a quarter. Volume is what turns a small saving on each task into a large one over a year.
It follows roughly the same steps each time.
Some variation is fine. A process that's different every time isn't ready yet.
It takes real hours from people who should be doing something else.
If you can name who does it and roughly how long it takes, you've got the start of a business case.
The information is already somewhere digital.
Emails, forms, spreadsheets, a CRM. If it lives in someone's head, it needs writing down first.
High-value repetitive tasks, by department
These are the kind that need building rather than prompting. A chat assistant can draft an email. These run on their own, pull from several systems, write back into them, and know when to hand over to a person.
Sales and marketing.
Finding leads that fit your ideal customer profile, enriching them from several data sources and scoring them against your criteria, then running personalised outreach across email and LinkedIn. Replies are read, classified and routed back into the CRM for a salesperson to pick up.
Operations.
Reading every inbound project email and attachment, matching it to the right job by reference number, address or postcode, updating job stages and deadlines, and flagging anything overdue or unmatched on a daily dashboard. Low-confidence matches wait for a person.
Finance.
Pulling invoices from email and supplier portals, extracting the line items, and matching them against purchase orders and delivery notes. Clean matches post to the accounts system; mismatches go to the right approver with the discrepancy already highlighted.
HR.
Taking a new starter from signed offer to day one: creating accounts across your systems, sending contracts and policies for signature, chasing whatever's missing, and giving the hiring manager a live checklist. Then reversing the same steps cleanly when someone leaves.
Customer service.
Answering inbound enquiries from your own knowledge base and order data, drafting replies in your tone, escalating anything complex or sensitive to the right person, and logging every conversation against the customer record.
Research and reporting.
Drafting new documents from a library of past work in your house structure and format, checking them against your standards, and assembling recurring reports from several data sources on a schedule.
To rank your own, multiply how often each process runs by how long it takes, and start with the biggest number. That's roughly what an assessment does, with the costs attached.
If you'd rather not do the maths yourself, bring your list to a free 30-minute call and we'll rank it with you.
Leave anything where a single mistake is expensive and each case needs expert judgement until the simpler wins are running. That's where a person should stay firmly in charge.
Where does Automaly fit?
We're a specialist AI automation agency working with businesses in the UK and US. We assess how your operations run day to day, find where automation will pay back, redesign the process around it, build it and train your team to run it.
We don't resell software licences, so nothing we recommend earns us a margin. Every build is designed around how your business actually works, and handed over documented so your team can run it.
The next step is a free 30-minute call. Bring one process that annoys you and we'll give you a rough ROI estimate on the call.
Free 30-minute call. No obligation.
Questions people ask
What is an AI automation agency?
A firm that builds systems to take repetitive work off a team. It combines workflow automation with AI for the steps that need reading or judgement, then hands the system over for the business to run.
What services does an AI automation agency offer?
Usually an assessment of which processes are worth automating, the build itself - workflows, integrations and AI agents - then handover, training and optional ongoing support.
Do I need an agency, or can I use Zapier myself?
For one or two simple connections between tools, do it yourself. An agency earns its fee when the process runs at scale, needs redesigning, touches several systems, or has steps that need reading or judgement.
Is there an AI automation agency near me?
Location matters less than you'd think, because most of this work is done remotely. What matters more is overlapping working hours for calls and a team that understands your market. We're UK-based and work with clients across the UK and US.
How long does it take to see results?
A first build should be working within a few weeks. Ours typically take three to four after a one-week assessment, and the saving starts the day it goes live.