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AI in practice

Ideas, guides and behind-the-scenes on how companies are using artificial intelligence across sales, marketing, support and management — without the hype.

AI Applied to Business

Editing AI output is the real work

Reviewing what AI produces is not a minor task: it is the core competency of anyone who wants to scale with the technology. Editorial judgment is what separates output from actual results.

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May 2026 1
AI Applied to Business

The Invisible Side Effect of AI

1,200 customers at risk. 200 prioritized by the system. Eighteen months later, the team could no longer read the other 1,000 - and those were precisely the ones keeping the critical cases from surfacing.

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