06-26-2026IMPACT COUNCIL

AI doesn’t scale by removing people

It scales by moving them closer.

[Photo: Getty Images]

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AI was supposed to scale by removing humans. That was the promise. Build the product, automate the interaction, take the human out of the loop, and watch the margins compound. It was the SaaS playbook applied to intelligence.

The companies putting AI into real operations are discovering the opposite. The more responsibility you give to AI, the closer you need to be to your customer. Not just at deployment, but continuously.

This is the paradox of AI. It scales by moving people closer, not by removing people.

AI CHANGES THE NATURE OF THE PRODUCT

The old SaaS model was elegant. Build the product, standardize it, abstract the customer relationship behind documentation and support tickets. Every human interaction you eliminated improved margins and increased consistency.

That worked when problems were predictable, but it breaks the moment they aren’t.

AI makes software faster but also changes what software is responsible for. Software used to execute predefined workflows. Now it’s expected to interpret signals, adapt to new scenarios, and make decisions in real time.

That work is inherently contextual. A system can’t operate........

© Fast Company