Why Data Engineering Roles Stay Open So Long, and How Teams Fill the Gap in the Meantime

The job ad went up in March. By October, nobody has signed. An analyst and a borrowed backend developer keep the reporting stack upright with late-night patches, while executives... Read more »

Beyond the AI Model: The Investment Case for Data Infrastructure

Why the businesses that make data reliable, accessible and commercially useful deserve a place in the AI investment conversation By Luke Liplijn, Founder and CEO of Liplyn Group When... Read more »

Rubbish in, rubbish out. Diamonds in, diamonds out.

Why we do not invest in AI promises, but in the layer beneath them, and why our bondholders benefit. Everyone wants to do something with AI. Almost no one... Read more »
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