AI has quietly crossed a line in insurance. It is no longer something teams experiment with on the side. It now shapes who gets covered, how risk is priced, and how quickly customers receive outcomes. As insurers move beyond pilots, a more uncomfortable question shows up in leadership discussions: who actually owns the intelligence behind these decisions? The insurers making real progress are learning the same lesson. Buying tools is easy. Building capability is hard. And without that...

About the Author: Shen Pandi is a technology leader specializing in AI transformation and evaluation frameworks. He has led large-scale data and AI programmes and writes on AI governance, data engineering, and the evolution of AI careers. Through his work at Towards AGI and Derisk360, he helps organizations navigate from pilot initiatives to enterprise-scale AI impact. Connect: Find me on LinkedIn where I share insights on AI transformation and evaluation frameworks.

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