Most AI pilots stall because the proof of concept tested whether a model could do the task, not whether the business could run it every day, so here is how to design a pilot that is built to reach production.
Business
Enterprise Ireland AI Grant: What Funding Can You Actually Get?
There is no dedicated Enterprise Ireland AI grant, but several digitalisation and innovation supports can part-fund AI work if you pick the one that matches your company and your project.
AI Automation in Northern Ireland: Costs, Grants and Use Cases
What AI automation really costs a Northern Ireland business, which public support is realistic to get, and which workflows to automate first.
How to Choose an AI Development Partner: 12 Questions to Ask
Twelve practical questions that separate an AI development partner who can ship a reliable production system from one who can only ship a good demo.
Custom Software vs Off the Shelf: A Guide for Irish SMEs
A practical build vs buy guide for Irish SMEs: buy the commodity, build what makes you different, and integrate the middle so your systems compound instead of fighting each other.
Practical AI for Mid-Sized Companies: What Actually Works
Practical AI for a mid-sized company means automating the repetitive middle of two or three high-volume workflows, with people approving what matters, not launching a transformation programme.
AI Manufacturing in Ireland: What Actually Works on the Floor
A practical look at where AI and automation are delivering on Irish factory floors, where they stall, and how to pick a first project that survives contact with production.
How to Build Software Systems That Compound Over Time
Software compounds when each thing you build makes the next one cheaper, faster and more accurate, and this guide shows how to design for that from your first workflow.
Identifying Bottlenecks: Which Business Processes Should You Automate First?
Find the step where work waits longest, fix the process around it, then automate the frequent, rule-based work on that constraint first. A scoring method included.
What We Do
Product
Consumer and enterprise software, built with taste and shipped fast.
Infrastructure
AI agents, automation, and orchestration - production systems, not demos.
Advisory
Hands-on engineering and strategy for teams shipping AI into production.








