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AI Agents · Ireland

AI Agents for Irish Businesses: Nine Live in Production

You don't need another explainer on what an AI agent is. You need to see them working. Keystone runs nine AI agents in production across a live 30-vehicle Irish business — and builds custom AI agents for SMEs like yours.

Book a Free Discovery Call 20 minutes. No cost. No obligation.
9 Agents live in production right now
30 Vehicles run end-to-end by those agents
8 hrs Back every week from email triage alone
3× Average annual saving against implementation cost
The Proof

Nine agents. Thirty vehicles.
Live in production.

Search "AI agents" and you'll find IBM, Google and McKinsey explaining what they are. What you won't find is an Irish provider who actually runs them. Keystone does. Nine specialised agents run a 30-vehicle waste business end-to-end — billing, triage, accounts receivable, reconciliation, routing and customer service — on real data, with real consequences when they get it wrong.

The big consultancies sell the theory of AI agents. We run the practice. Every agent we'd build for you is already earning its keep inside a business we own and operate — not a demo, not a pilot, not a diagram in a deck.

What The Agents Do

Real agents. Real work. Read the case studies.

These aren't categories on a slide. Each one is a live agent, or a set of them, running in a real Irish business today. Follow any card through to the numbers.

Operations agents

Nine agents running a waste business

A 30-vehicle waste operation run end-to-end by nine specialised agents — billing, triage, accounts receivable, reconciliation, routing and customer service — all live in production.

Nine agents · 30 vehicles · live in production Read the case study → Finance agents

Reconciliation that closes the books

Invoices reconciled across Salesforce and Xero. WIP turned into invoices automatically. A balance-sheet close that used to run for days now runs in hours.

Balance-sheet close from days to hours Read the case study → Productivity agents

Email triage that hands back a day

An email triage agent classifies and drafts replies to 200 messages a day, so the work lands sorted instead of piling up. Eight hours back every week.

200 emails a day · eight hours back weekly Read the case study →
See all case studies
The Hub Model

One hub. Every agent after costs less.

One agent is useful. Nine agents on a shared hub is a different thing entirely. Keystone builds a single core hub for your business — the data layer and the integrations into the tools you already run — and every agent bolts on top of it.

That's where the economics turn. Each new agent costs less than the last, because the foundation it needs already exists. The tenth agent costs a fraction of the first. You're not paying to lay the plumbing again — you're adding intelligent automation to a hub that's already standing.

This is what separates Keystone from a one-off build. A single agent from a freelancer solves one problem and stops. A hub compounds: every agent makes the next one cheaper, and every agent makes the whole operation smarter.

Where the economics come from

  • One core hub, built once. The data layer and integrations every agent shares.
  • Agents bolt on top. Each new agent reuses the foundation instead of starting over.
  • Each one costs less. The tenth agent is a fraction of the price of the first.
  • It compounds. More agents means more shared data and better decisions across all of them.
Why It Matters

Every agent already runs in a business we operate.

Every agent Keystone recommends is already in production inside a business the Partners run. Not a demo. Not a pilot. Not a slide. Production, with real data and real consequences. When we tell you an agent works, it's because it's working for us right now.

Once you've seen the agents running, custom development is the next step after seeing the agents — scoping and building the exact agent your own operation needs.

Questions

What business owners ask about AI agents.

What are AI agents?

An AI agent is software that carries out a real task from start to finish, not just one step of it. It reads the incoming work, decides what to do, acts inside your systems, and hands back a finished result. Keystone runs nine of them in production across a 30-vehicle Irish waste business — handling billing, triage, accounts receivable, reconciliation, routing and customer service.

What is the difference between an AI agent and a chatbot?

A chatbot answers questions. An AI agent does the work. A chatbot might tell a customer when their bin is collected; an agent reads the email, checks the account, drafts the reply, updates the record, and flags anything unusual for a human. One talks. The other finishes the job. Under the hood, an agent uses a large language model to read and reason, then wraps it in the tools and permissions to actually act.

How many AI agents does a business need?

Fewer than you'd think to start, and more than you'd expect over time. We usually begin with the one agent that clears your biggest bottleneck, prove it in production, then add the next. The waste business grew to nine agents one at a time — each one earning its place before the next was built.

How long does it take to build a custom AI agent?

The build is a fixed-price project of roughly four weeks, from kickoff to an agent live on your data. The first agent takes the longest because it lays the foundation — the data layer and the integrations into the tools you already run. Every agent after that is faster, because the hard part already exists.

What does a custom AI agent cost for an Irish SME?

The build is a fixed price between €1,000 and €20,000, agreed in writing before any work begins. Before that, a €1,000 Discovery Report maps and costs exactly which agent to build first, and it's credited against the build if you go ahead. Adding a further agent to the hub starts from €1,000. See full pricing for the detail.

Can AI agents connect to existing systems like Xero, Salesforce, or a CRM?

Yes — that's what makes them useful. Our agents run on top of the tools you already use: Xero, Salesforce, your CRM, your job management software. They read and write where your data already lives, so nothing gets ripped out and replaced. The reconciliation agent, for instance, matches Salesforce to Xero on its own.

Start Here

Which agent would pay back fastest?
Twenty minutes to find out.

Find out which agent would deliver the fastest return in your business. Free, twenty minutes, no obligation — an honest read on where an agent would earn its keep and what it would cost.

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