AI Company Limerick: Custom AI That Goes Live in Weeks
A small, senior Irish team building AI that Mid-West businesses can actually put into a process — traceable output, named people behind it, and a working system in weeks rather than a discovery phase.
AgentHub is an Irish AI company working with Limerick and Mid-West businesses on custom AI agents — quoting, document handling, inbox triage and call answering. Builds are auditable by design, suited to regulated engineering and medical-device supply chains, and go live in weeks on a flat monthly fee.
Talk to an AI Company That Builds — Free Setup Until 31 August
Free setup · No contract, cancel anytime · Irish, PhD-led team
Want a live demo rather than a slide? The chat bubble in the corner of this page is one of our own agents — ask it something awkward and see how it handles being unsure.
In Limerick, AI Has to Show Its Working
A large share of what Limerick and the wider Mid-West does for a living is regulated: medical devices, aerospace and precision engineering, and the supply chains feeding them. Those businesses run on traceability. Every step has a record, every record has an owner, and an auditor can ask about any of it two years later. That rules out a lot of AI as it's usually sold — a confident paragraph with no idea where it came from is worse than useless in a quality file.
So we build the other kind. Our agents log what they read, what they produced and which rule they applied, and they escalate to a named person when the answer isn't clear rather than filling the gap with something plausible. It's a duller design than the demos you see online. It's also the only version that survives contact with an audit — and the reason Mid-West firms are usually our easiest technical conversations and our hardest evidential ones.
Custom AI Development for Limerick Businesses
Not a strategy engagement. A working system doing one job properly, then the next.
Document and Quoting Agents
Take-offs, tender packs, RFIs, O&M manuals and spec sheets read and turned into a draft quote or a structured summary — with the source page cited so someone can check it.
Supplier and Site Inbox Triage
Purchase queries, drawing revisions and site emails sorted, drafted and routed to the right person. The same engine as our Email Manager, trained on your terminology.
Calls Answered While You're on the Floor
Small Limerick operations lose enquiries because everyone is on a job. An AI receptionist for Limerick answers, qualifies and takes the details instead.
From First Call to Live in Weeks
We Pick One Bottleneck
A short call, usually on site or over Teams, to find the process that costs you the most hours. We'll also tell you plainly which parts of it AI shouldn't touch.
You See It on Your Own Documents
We build against your real quotes, emails or drawings — not a sample dataset — and show you the audit trail alongside the output before anything is signed.
Live, Then Tuned
It goes into the process in weeks. We run and adjust it as your work changes, and you talk to the two people who built it, not a queue.
Hiring for AI in Limerick Is a Race You'll Lose
There's no shortage of technical literacy in the Mid-West. There is a shortage of people who have shipped AI into production — and you're bidding for them against everyone else.
The National Technology Park and the university spin-outs around it mean plenty of Limerick firms already have someone who can read a model card and hold a sensible conversation about it. What's rare is the person who has taken an AI system all the way into a live process and kept it running. That person can name their price in Dublin, or take a package from one of the multinationals out at Shannon. An SME in Castletroy or Raheen is third in that queue on a good day — and a year later, if they leave, the project leaves with them.
| Comparison | Hiring In-House | Dublin Consultancy | AgentHub |
|---|---|---|---|
| Time to a working system | Months to recruit, then months to build | Discovery phase first, then a proposal | Weeks, on your own documents |
| Cost shape | Salary, tooling and cloud spend, permanently | Day-rates plus a separate support contract | Flat monthly fee, cancel anytime |
| Competing for talent with | Dublin salaries and Shannon multinationals | Not your problem — but you pay for theirs | Not your problem |
| If the key person leaves | The project stalls | A new account team learns your business | The same two founders, still there |
| Audit trail | Depends entirely on who you hired | Scoped as extra work | Built in from the first version |
To be fair about where we don't fit: if you're a large Limerick manufacturer standing up a data-science function or running a genuine research programme, hire the team — we're not that. We build and run practical agents for smaller firms. If you're weighing up the wider market first, our guide to AI companies in Ireland sets out the three types of supplier and what to demand from each, and we cover the west separately on our Galway AI company page.
What a Limerick Build Includes — and What It Doesn't
The whole engagement on one page, including the part where we tell you to hire someone else.
| Part of the engagement | What you actually get |
|---|---|
| Setup and build | Free until 31 August. Built and tested against your own quotes, emails or drawings — not a sample dataset — before anything is signed. |
| Running cost | A flat monthly fee. No contract, cancel anytime. |
| Audit trail | In from the first version: what the agent read, what it produced and which rule it applied. |
| Handling uncertainty | Anything the agent isn't sure about goes to a named person rather than a plausible guess. |
| Support and tuning | The two founders who built it adjust it as your work changes. No account team, no queue. |
| Data handling | An Irish company on Irish time, GDPR-first, co-founded by a Security Architect. |
| Not included | Standing up an in-house data-science function or running a research programme. If that is what you need, hire the team. |
Which AI Agent Fits Which Limerick Bottleneck
Most first projects land on one of these. Find the row that describes your week.
| What is costing you the week | The agent | What it does |
|---|---|---|
| Calls ringing out while everyone is on the floor | AI Receptionist | 24/7 call handling, natural conversation, appointment booking, call routing and message taking. |
| Supplier and site email piling up faster than it is answered | Email Manager | Auto-categorisation, replies drafted in your tone, smart routing and follow-up reminders across Outlook or Gmail. |
| Enquiries going cold before anyone rings back | Leads Outreach | Lead scoring, AI phone calls, demo scheduling, CRM integration and Google Calendar sync. |
| Visitors who would rather type than ring | AI Chatbot | Answers questions on the page and takes the details of people who would never have filled in a form. |
| Quotes, take-offs and O&M packs eating estimator days | Custom build | A document or quoting agent on the same foundations, citing the source page so someone can check it. |
The Limerick Projects That Actually Pay Back
The useful first project is almost never the interesting one.
Limerick has a deep bench of construction and specialist contracting firms, and in that world the AI project worth doing is quoting, scheduling or document handling. A quantity take-off that takes an estimator half a day, a tender pack nobody has time to read properly, an O&M manual assembled by hand at the end of every job — those have measurable hours attached and an obvious right answer to check against. Nobody will write a press release about it. It'll save a day a week.
For the engineering suppliers and clinics we work with, it's usually the front door instead: enquiries arriving faster than anyone can answer them. That's where our productised agents come in — an AI receptionist for the calls, an email manager for the inbox, a leads outreach agent for the enquiries that would otherwise go cold, and an AI chatbot on your website for the ones who'd rather type than ring. Custom builds sit on the same foundations, which is why they ship in weeks. See the full picture of what we do, or just tell us the bottleneck.
What Our Clients Say
Since installing AgentHub's AI receptionist, we haven't missed a single patient call. It handles appointment queries after hours and our front desk staff can focus on in-clinic care.
Our inbox was drowning us. AgentHub's email manager now categorises everything and drafts responses that sound exactly like us. Response times went from 48 hours to under 4.
A Small Team, Senior Enough to Say No
Irish, Not Offshore
An Irish company on Irish time. Setup, support and the person answering your questions are all here — see who we are.
PhD-Led Team
Founded by a Computer Science PhD with 27+ years in software, including 15 years at IBM Ireland. Enterprise habits, SME pricing.
Security and GDPR First
Co-founded by a Security Architect. Your drawings, quotes and client data are handled with enterprise-grade care under GDPR.
Live in Weeks
Custom builds reuse proven foundations, so you're testing a real system in weeks — not reading a scoping document.
AI in Limerick: Your Questions Answered
Is there an AI company in Limerick that works with small businesses?
Most AI work sold into the Mid-West is aimed at the large manufacturers and the multinationals around Shannon. AgentHub works with firms of roughly 5 to 50 people — engineering suppliers, contractors, clinics and professional practices — on defined builds with a flat monthly fee rather than a day-rate engagement.
Can AI be used in a regulated or audited process?
Yes, provided the output is traceable. We build agents that record what they read, what they produced and which rule they applied, and that hand anything uncertain to a named person instead of guessing. That is the difference between AI you can put in a quality file and AI you cannot.
Should we hire an AI developer in Limerick instead?
You can try, but you are bidding against Dublin salaries and the Shannon-based multinationals for the same small pool of people who have actually shipped AI into production. For most Mid-West SMEs the maths does not work. Buying a built and supported agent costs a fraction of one hire.
How long does a custom AI build take?
Weeks, not quarters. We reuse proven foundations from our receptionist, email and leads agents, so a Limerick project usually means configuring and testing against your documents and process rather than starting from a blank page.
What kind of AI project actually pays off for a Limerick firm?
The unglamorous ones. Quoting and take-offs for contractors, RFI and O&M document handling on site, supplier email triage, call answering when the office is on the floor. These have clear inputs, clear outputs and a cost you can already measure in hours.
Tell Us What's Eating the Week in Your Limerick Office
We'll say whether AI is the right answer, and show you something working on your own documents — free setup until 31 August.
Prefer to talk? Email sghaith@agenthub.ie or call 087 788 2676.