menu_open Columnists
We use cookies to provide some features and experiences in QOSHE

More information  .  Close

How AI Automation Is Quietly Deskilling White-Collar Workers

20 0
23.03.2026

How AI Automation Is Quietly Deskilling White-Collar Workers

The problem isn’t AI itself. The problem is unreflective dependence on AI for everything it can do.

EXPERT OPINION BY ANDREA OLSON, CEO, PRAGMADIK @PRAGMADIK

Illustration: Getty Images

Most white-collar jobs are defined by tasks that feel routine and unglamorous. Drafting minutes from meetings, reconciling conflicting data, cleaning up document citations, and proofreading slides until the grammar is perfect. Historically, these tasks were just a part of the job, but they were also training. 

When an analyst painstakingly formats a dataset or a junior consultant irons out a proposal deck, they’re internalizing standards of quality, precision, and structure. They’re learning how to........

© Inc.com