Insights

Thoughts on AI transformation, implementation patterns, and what actually works in practice.

Featured April 28, 2026

Shadow AI Is not only a risk. It's might be your best pilot programme.

People at our clients are using Claude and Copilot, sometimes officially, sometimes not. Waiting for IT wasn't working, so they stopped waiting. Security teams call it Shadow AI. I've started calling it a pilot programme that ran itself. But one thing concerns me: do the people showing me these results actually understand the code the AI wrote for them? That's where this post starts, and where Kedro comes in.

April 6, 2026

AI Crime Investigations: The Epstein Files

Read this very interesting article about fighting crime using advanced network analysis. Traditional investigative methods leave analysts buried in documents, manually piecing together relationships that a graph-based system can map in seconds. By modeling criminal networks as interconnected nodes — people, organizations, locations, and transactions investigators can instantly spot who sits at the center of an operation, which intermediaries obscure connections, and where the most revealing links hide.

March 27, 2026

Entity Resolution in Practice: Deduplicating Real-World Procurement Data

How we used probabilistic record linkage to deduplicate 107K company records from EU public procurement data.

March 13, 2026

Insights on AI Act Article 4

AI Act Article 4 has been in effect since February 2025 and with enforcement starting August 2026, now is a perfect time to act on it if AI literacy initiatives are not already in place. Organizations must ensure their staff are genuinely AI-literate, tailored to the specific systems they use and the risks they carry.