AI automation agency
AI automation,
with a human in the loop.
A UK AI automation agency for teams who want to automate business processes without losing control. We build workflow automation and AI agents, wired into the tools you already run.
Most teams lose hours every week to work that a machine should own: moving data between tools, re-keying the same records, chasing updates, copying numbers into spreadsheets. An AI automation agency exists to hand those hours back.
Swarm Labs is a UK AI automation agency. We automate business processes end to end: a trigger fires, your rules decide what happens, an AI agent handles the judgement calls, and the result lands in the tools you already run. Workflow automation for the repetitive parts, AI for the parts that used to need a person, and a human in the loop wherever it counts.
We don't sell you a black box. Automations run on mainstream technology you can own or we host and monitor for you, and every run is logged so you always know what happened and why.
How it works
A trigger, some rules,
an agent, an action.
An event fires, your rules decide what happens, an AI agent handles the judgement, and the result lands in your tools. Anything sensitive pauses for a human to approve.
Scope
What we automate
From a single workflow to whole processes, plus the AI agents and hosting that run them.
Workflow automation
Multi-step workflows that move and transform data between your tools automatically, replacing the manual hand-offs between apps and departments.
AI agents & assistants
AI workflows that summarise, classify, draft, extract and decide, wired into your data with sensible guardrails and a human hand-off.
Business process automation
Whole processes automated end to end: lead routing, onboarding, invoicing, reconciliation, reporting and the busywork in between.
Integrations & data sync
Two-way syncs and API integrations that keep your systems talking, so data stays consistent without anyone copying it across.
Managed automation hosting
Your own private, managed n8n server, hosted and monitored by us, ideal for teams handling sensitive or regulated data.
Monitor & improve
We watch what we run, log every step, and keep tuning the automations as your process changes, measuring the hours handed back.
Why automate
Hand the busywork
to the machines.
Automation earns its place when it removes work you are currently paying people to absorb. Everything we build is measured against the hours it wins back.
- Automate business processes across the tools you already run
- AI for the judgement calls, rules for everything else
- A human in the loop wherever a decision matters
- Every run logged, monitored and built to fail safe
- Hosted and maintained by a UK team, or handed to yours
Questions
Frequently asked questions
What does an AI automation agency do?
An AI automation agency builds the software that does repetitive work for you: it watches for a trigger, applies your rules, uses AI where judgement is needed, and takes an action in the tools you already run. Done well, it removes the copy-paste, re-keying and tool-hopping that quietly eats your team's hours, while keeping a human in the loop for anything that matters.
How much does AI automation cost?
It depends on scope. A single, well-defined automation is scoped and priced up front so you know the cost before we start. Ongoing automation and AI agent work runs on a monthly retainer, or we quote per project if you prefer. If you just want a private, managed automation server, our managed n8n hosting is a fixed monthly fee.
What business processes can you automate?
Most processes that are rule-based and run on digital tools: lead capture and routing, onboarding, invoicing and reconciliation, data entry and enrichment, reporting, content generation, support triage and more. If your team does it the same way every time by moving data between apps, it is usually a candidate to automate.
Will AI automation replace my team?
No. We do not replace people, we hand them back the hours that machines should own. Automations run the busywork and escalate anything that needs a human decision, so your team spends its time on judgement, relationships and the work that actually needs a person. That human-in-the-loop design is deliberate.
Which tools and apps do you work with?
The ones you already run. We connect CRMs, spreadsheets, accounting, email, chat, payment and AI providers through their APIs and webhooks, and build custom steps where no off-the-shelf connector exists. See the integrations we have already built for a sense of the range.
How do you keep automations reliable and safe?
Rules gate every step, sensitive actions require a human check, and everything is logged so you can see exactly what ran and why. We build on mainstream, well-supported technology, monitor what we run, and design workflows to fail safe rather than do the wrong thing quietly.
Let's build
Tell us what you
need built.
Book a call and we'll scope exactly what we'd build, and the hours it would win back.