Artificial Intelligence that fits your business, not the other way around

We build, deploy and maintain AI models for mid-size companies across Ireland and Europe. If your team spends hours on repetitive decisions, forecasting or document review, we can probably cut that time by 60% or more.

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Our data science team working on AI models in our Limerick office

What we actually do

Three areas where we spend most of our time with clients.

Predictive models

We train supervised learning models on your historical data to forecast demand, churn, pricing or maintenance needs. Most projects take eight to twelve weeks from first data handover to a production-ready API your developers can call.

Document intelligence

Contracts, invoices, regulatory filings: we build extraction pipelines that pull structured fields from messy PDFs and scanned images. One logistics client reduced manual data entry from four hours a day to about twenty minutes.

AI strategy consulting

Not sure where to start? We run a two-week diagnostic that maps your data landscape, identifies high-value use cases and estimates ROI. You get a prioritised roadmap, not a 90-page slide deck that gathers dust.

Whiteboard covered in AI pipeline diagrams during a planning session

Why companies choose us

We have been building production AI systems since 2018. Our team of nine includes five machine-learning engineers, two data engineers and two project managers. Everyone works from our Limerick office or remotely within Ireland.

We only take on projects where we believe the data supports a real outcome. If your dataset is too small or too noisy, we will tell you before you spend a cent. About one in five initial enquiries ends with us recommending a simpler, non-AI solution, and we are comfortable with that.

Every model we deliver comes with monitoring dashboards, retraining schedules and documentation your own engineers can follow. We do not build black boxes that only we can maintain.

Our pricing is project-based with a fixed discovery fee and a capped build phase. No open-ended retainers, no surprise invoices.

What clients say

"We asked Ai Clear Pathway to automate our invoice matching across three ERP systems. They delivered a working prototype in five weeks, and the final system handles about 1,200 invoices a day with a 97% match rate. Our finance team went from dreading month-end to finishing it two days early."

Siobhán Kelleher, Head of Finance, Greenline Logistics

"Their diagnostic report was honest. They told us one of our three proposed use cases would not work with the data we had, and suggested we fix our data collection first. That saved us months of wasted effort."

Tomás Ó Briain, CTO, Claddagh Health Tech

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Contact details

Address:
7811 Ratke Burg, V94 H2X8 Limerick, Munster, Ireland

Phone:
+353 61 756 4080

Email:
[email protected]

Our office building in Limerick, Ireland