scaling ai

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AI Strategy•Apr 11, 2026

Five Principles of AI-Transforming Companies

WEF research on 450+ executives reveals five principles shared by the 15% transforming with AI. Organizational discipline separates leaders from followers.

Sobin George Thomas

A chart showing the gap between AI pilot completion and production deployment in enterprise organisations

AI Strategy•Mar 31, 2026

Most AI Programmes Don't Fail. They Stall.

The majority of enterprise AI investments don't end in visible failure. They produce one good pilot, then nothing. Here is why, and what the organisations that break through are doing differently.

Sobin George Thomas

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