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Why the Best AI Doesn’t Replace People — It Gives Them Their Day Back

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Why This Matters

This piece argues that the real value of AI in the workplace isn't replacing legacy systems or people, but eliminating the invisible, repetitive administrative work that eats up employees' time. It's significant because it reframes how founders and companies should think about AI adoption—not as a replacement tool, but as a means to restore time and focus to workers, particularly in sectors like university admissions bogged down by manual processes.

Key Takeaways
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Key Takeaways The best AI gives people their workday back.

Don’t confuse legacy infrastructure with the source of friction.

Give your employees relief from the hundreds of small, repetitive tasks that quietly consume their days.

Every founder has a moment when they have to decide whether they’re solving the obvious problem or the real one.

When my company first started working with university admissions teams, people assumed we’d build a better CRM. It made sense on paper. Admissions offices rely on platforms like Slate, Salesforce, Banner, and PeopleSoft to manage applications, communications and student records.

But after spending time inside admissions offices, I realized something surprising.

Almost nobody was asking for a new CRM.

They were asking for their day back.

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