If Humans Approve Everything, It’s Not AI

Apr 15 / Manos Filippou, AI Strategy Consultant
“AI does the work, humans approve the outcome.” This model is quickly becoming the default in many organizations. But what does it actually mean in practice? In this article, we explore how this approach works—and when it makes sense to apply it.

AI Humans Approve

If your AI needs human approval every time… …it’s not AI.

It’s analytics.

I see this constantly:

AI scores AI insights

AI recommendations

And then… a human approves everything.

That doesn’t scale.

That doesn’t speed anything up.

That doesn’t change outcomes.

Real AI value starts when:

Low-risk decisions are automated

Humans handle exceptions

Accountability is clearly defined

If nothing is allowed to move without a person clicking “approve,” AI will always disappoint.

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