Insights

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

Entity Resolution in Practice: Deduplicating Real-World Procurement Data
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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.

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 AI Crime Investigations: The Epstein Files

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.

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Insights on AI Act Article 4
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.

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