# ​From Ideation To Implementation: Why Most AI Initiatives Fail To Scale

> Source: <https://www.machinebrief.com/news/from-ideation-to-implementation-why-most-ai-initiatives-fail-ukfz>
> Published: 2026-07-15 13:30:00+00:00

# From Ideation To Implementation: Why Most AI Initiatives Fail To Scale

By Chrysoula Malogianni, Forbes Councils MemberSource:

[Forbes Innovation](https://www.forbes.com/innovation/)The most successful AI initiatives are rooted in clearly defined organizational priorities.

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