AI Implementation Insights

Expert guidance on AI strategy, implementation, and compliance from our team of specialists

Technical

From Model to Production: The Realities of Deploying Machine Learning

Getting a machine learning model to work in a notebook is the easy part. Getting it to work reliably in production — at scale, under real-world conditions, with real consequences — is where most projects fail.

1/20/2026
9 min read
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Governance

AI Governance in Practice: Beyond the Compliance Checkbox

Governance is the difference between AI that organisations trust and AI that creates liability. Here's what good AI governance looks like in practice — not as a compliance exercise, but as an engineering discipline.

1/15/2026
9 min read
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Strategy

Building an AI Strategy That Actually Gets Implemented

Most AI strategies sit in a slide deck and gather dust. Here's what separates the ones that get implemented from the ones that don't — and how to build one that drives real change.

1/10/2026
8 min read
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Compliance

The EU AI Act: What Irish Businesses Actually Need to Do

The EU AI Act is now in force. Most of the guidance out there is written by lawyers for lawyers. Here's a plain-language breakdown of what it means for Irish businesses building or deploying AI systems.

1/5/2026
8 min read
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Strategy

How to Build a Practical AI Implementation Roadmap

Most AI projects fail not because the technology doesn't work, but because organisations skip the fundamentals. Here's a practical framework for moving from idea to production AI — without the wasted time and budget.

1/1/2026
7 min read
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