A step-by-step worked example of AI invoice processing automation, from the AP inbox to a draft bill, showing where the LLM fits, where plain code must take over and where a human still decides.
Automating the bottleneck first is usually right, but only once it is confirmed as the real constraint, its cheap fixes are exhausted, and the work there is rules rather than judgement.
We rebuilt a family member’s ThinkPad T14s from a USB stick made on a Mac: plug in, press F12, walk away. Polish Windows 10 Pro, Lenovo’s drivers, no bloat, five apps. Here is every script, and every way it broke first.
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.
What AI automation really costs a Northern Ireland business, which public support is realistic to get, and which workflows to automate first.
Our morning briefing used to play over the same loop of music every day. Now Lyria 3 Pro writes a new piece each morning, and three inputs decide how it sounds: the day of the week, the weather forecast and how full the to-do list is.
Zapier, Make, n8n and custom code each fit a different workflow, team and volume, and this guide covers how to choose and when to move between them.
A practical breakdown of what a custom AI agent costs to build and run in 2026, tier by tier, with the cost drivers that actually move the number.
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.
Automation pays down technical debt fastest when it handles the mechanical work, such as upgrades, codemods, tests and guardrails, so engineers can spend their judgement on design.
How regulated firms can automate compliance reporting so every figure is traceable, every exception reaches a human, and the result holds up when a regulator asks how a number was produced.
The model is rarely what breaks an AI automation project; messy inputs, silent failures, missing evaluation, unplanned exceptions and unclear ownership are.
A practical guide to replacing manual data entry with a validated, auditable pipeline where people handle only the exceptions and stop retyping every field.
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.
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.
Consumer and enterprise software, built with taste and shipped fast.
AI agents, automation, and orchestration - production systems, not demos.
Hands-on engineering and strategy for teams shipping AI into production.