AI Company Cork: Custom AI That Goes Live in Weeks
A small, senior Irish team building custom AI for Cork businesses — one real bottleneck at a time, documented well enough to satisfy an auditor.
An AI company in Cork should hand you a working system, not a strategy deck. AgentHub builds custom AI agents for Cork businesses — from Little Island and Carrigtwohill manufacturers to city-centre professional firms — documented, auditable and live in weeks, on a flat monthly fee with no contract.
Talk to an Irish AI Team About Your Cork Project — Free Setup Until 31 August
Free setup · No contract, cancel anytime · Irish, PhD-led team
Want to see one of our agents before you ring us? The chat bubble in the corner of this page is one — ask it what we'd build for your Cork business and it will answer, qualify and pass you to a human.
Most Cork Firms Don't Need a Transformation Programme
Cork's business base is unusual: a heavy concentration of pharma, medical device and precision manufacturing sitting alongside a very large cohort of owner-managed SMEs and family firms — hauliers, engineering shops, wholesalers, accountancy and legal practices. The second group is where most AI enquiries come from, and they almost never arrive asking for AI. They arrive with a specific irritation: quotes taking three days to go out, a goods-in inbox nobody owns, the phone ringing out at half five.
Those businesses usually run on a mix of an ageing ERP or accounts package, shared folders and a surprising number of spreadsheets that one person understands. That is not a reason to postpone AI — it's a reason to scope the first project narrowly. Pick the single bottleneck that costs you real money, build an agent around the systems you already have, and judge it on whether the irritation goes away. If it does, do the next one. That approach beats a transformation programme that never survives the first busy quarter.
Custom AI Development, Scoped to One Job
Built around your process and your existing systems — not the other way round.
Built Around Your Process
We start from how the work actually happens in your Cork office or plant — including the spreadsheet workarounds — and build the agent to fit that, rather than asking you to change to suit software.
Documented and Defensible
Every decision the agent makes is logged with its inputs and the model version behind it. When a customer, an auditor or your own quality team asks why, there's an answer that isn't "the AI decided".
Working in Weeks
Narrow scope plus proven foundations means a first build measured in weeks. You see it running on your own data before you commit to anything beyond a conversation.
| Area | What's included | What isn't |
|---|---|---|
| Scope | One named bottleneck, written down before we start — what the agent does and what it won't touch | An open-ended discovery phase or a multi-year roadmap |
| Your systems | We read from the email, shared folders, spreadsheets and ERP exports you already have | Replacing your ERP, accounts package or CRM first |
| Build and go-live | On-site scoping in Cork, the build itself, and live in weeks | A licence handed over for you to configure yourself |
| Audit trail | Every prompt, model version, input and output logged and exportable | Output nobody can explain or reproduce afterwards |
| Regulated work | AI on the documentation and coordination around the validated system, with human approval where the process requires it | AI inside the validated system of record |
| After go-live | We keep running and tuning the agent as your products, staff and busy seasons change | A ticket queue instead of the people who built it |
| Commercials | Flat monthly fee, free setup until 31 August, cancel anytime | Setup fees or a lock-in contract |
How a Cork Project Runs
We Come to You
For anything operational we'd rather stand in the office or on the floor for an hour than run four video calls. Watching an order desk or a goods-in bay tells us what no requirements document will.
One Bottleneck, Fixed Scope
We write down exactly what the agent will do, what it won't touch, and what "working" looks like. Then you see it running on your own data before any commitment.
Live, Then Tuned
It goes live in weeks and we keep running it — adjusting as your products, staff and busy seasons change. You talk to the people who built it, not a ticket queue.
AI That Survives an Audit in Ringaskiddy or Little Island
If your work touches pharma, medical devices or precision manufacturing, "it usually gets it right" is not an acceptable answer.
A large share of Cork's economy runs on validated, audited processes — the plants around Ringaskiddy, Little Island and Carrigtwohill, and the long tail of engineering, calibration, packaging and logistics firms that supply them. Those firms live with change control, deviation reports and customer audits. Drop an opaque model into anything touching production or quality data and you've created a finding waiting to happen: nobody can explain the output, nobody can reproduce it, and nobody signed off the change.
So we build for inspection first. We keep AI out of the validated system of record and put it on the documentation and coordination work stacked around it — drafting deviation write-ups for a human to approve, chasing supplier certs, triaging the technical queries that arrive by email, routing out-of-hours calls to the right on-call engineer. Inputs, outputs, prompts and model versions are all logged and exportable, human approval stays where the process requires it, and the scope of what the agent may and may not do is written down before it goes near your data. That is a slower way to sell AI and a much faster way to get it past a quality manager.
| Comparison | Local IT Provider | Enterprise Consultancy | AgentHub |
|---|---|---|---|
| What they build | Resells and supports vendor software | Strategy, data platforms, large programmes | Custom AI agents around your process |
| First project size | A licence and a rollout | Discovery phase, then a roadmap | One bottleneck, fixed scope |
| Time to something working | Depends on the vendor | Months | Weeks |
| On site in Cork | Yes, for infrastructure | Rarely, for a workshop | Yes, for scoping and go-live |
| Audit trail | Whatever the vendor provides | Designed if you pay for it | Logged by default, exportable |
In fairness to the Cork IT providers: keeping a manufacturer's network, backups and licences healthy is real work, and most of them do it well. It's simply a different trade from building a custom agent, which is why we're happy to work alongside whoever already looks after your infrastructure. If you're weighing up the wider market first, our guide to choosing an AI company in Ireland sets out what to demand from any shortlist, and we run the same model for businesses in Dublin.
Where Cork Businesses Usually Start
Four bottlenecks that come up again and again — and what we put on them.
The Phone After Hours
Trade counters, service firms and practices lose real work between half five and nine. An AI receptionist answers, qualifies and books, and we run a Cork-specific version of it.
The Shared Inbox
Orders, supplier certs and technical queries landing in one address nobody owns. Our email manager sorts, drafts and escalates, leaving humans the calls that matter.
Enquiries Going Cold
Quotes that take three days and enquiries chased when someone remembers. The leads outreach agent follows up within minutes, every time.
The Website That Just Sits There
Plenty of traffic, few enquiries. An AI chatbot for your website answers the specification questions buyers actually ask and captures the ones worth ringing.
| The bottleneck | What we put on it | What it does day to day |
|---|---|---|
| The phone rings out after half five | AI receptionist, Cork | Answers 24/7 in a natural conversation, books appointments, takes messages and routes the urgent calls to a person |
| A shared inbox nobody owns | Email management, Cork | Categorises every message, drafts replies in your tone, routes them to the right person and flags what needs a human |
| Enquiries and quotes going cold | Lead generation, Cork | Picks up enquiries from every source, follows up within minutes, scores them and books the demo or call |
| A website that gets traffic, not enquiries | AI chatbot for your website | Answers the specification questions buyers ask on the page and captures the ones worth ringing back |
| Something none of the above covers | A custom agent | Built around your own process — quoting, goods-in, supplier certs, deviation write-ups, technical query triage |
What Our Clients Say
They spent a morning on our floor before writing a line of code. The agent now drafts our supplier chasers and logs every one, which our quality manager was far happier about than she expected to be.
We're a family business running on a twelve-year-old system and two spreadsheets. They worked with that instead of telling us to replace it, and our quote turnaround went from days to the same afternoon.
A Small, Senior Team — Not a Reseller
Irish, and On Site
An Irish company that travels to Cork for scoping and go-live. 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. You get the people who build it, not an account manager.
Security First
Co-founded by a Security Architect. Your operational and customer data is handled with enterprise-grade care, under GDPR, with access scoped to what the agent actually needs.
Weeks, Not Quarters
Custom builds reuse proven foundations, so a first project ships in weeks. Flat monthly fee, no contract — you can talk to us before you spend anything.
Hiring an AI Company in Cork: Your Questions Answered
Do you have to be in Cork to work with an AI company?
No, but someone should be willing to come to you. We're Irish-based and we travel to Cork sites for scoping and go-live, because watching an order desk or a goods-in bay for an hour tells us more than three video calls. Day-to-day support then runs remotely.
Can AI be used in a validated pharma or medical device environment?
Yes, provided it is built to be inspected. We keep AI out of the validated system of record and use it on the documentation and coordination work around it, with every prompt, model version and output logged so your quality team can reconstruct any decision.
Our systems are old and half our process is spreadsheets. Is that a problem?
It's the normal starting point in Cork. We read from what you already have — email, shared folders, spreadsheets, an ERP export — rather than asking you to replace anything. Replacing the system first is how AI projects turn into two-year programmes.
How long does a first AI project take?
Weeks, not quarters, because we deliberately scope it to one bottleneck. A quoting process, a goods-in email queue, an out-of-hours phone line. You see it working on your own data before you commit, and it earns its keep before anyone talks about phase two.
Our IT provider says they can do AI. How is this different?
Most Cork IT providers resell and support other people's software, which is a genuinely useful job. Building a custom AI agent around your process is a different discipline. We build and run the agent ourselves, and we're happy to work alongside your existing IT provider.
Tell Us the Bottleneck. We'll Come and Look at It.
One conversation, one clear scope, something working in weeks — free setup until 31 August, cancel anytime.
Prefer to talk? Email sghaith@agenthub.ie or call 087 788 2676. You can also browse everything we build.