# Scaling AI In Marketing: From Pilots To Enterprise Adoption

> Source: <https://www.machinebrief.com/news/scaling-ai-in-marketing-from-pilots-to-enterprise-adoption-xpcu>
> Published: 2026-07-01 11:45:00+00:00

# Scaling AI In Marketing: From Pilots To Enterprise Adoption

By Salman Shahid, Forbes Councils MemberSource:

[Forbes Innovation](https://www.forbes.com/innovation/)While the availability of AI tools has removed barriers to entry, it has also increased the risk of misalignment.

While the availability of AI tools has removed barriers to entry, it has also increased the risk of misalignment.

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