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AI 'Workslop' Is Costing Companies Time, Money and Trust, Study Finds

A BetterUp–Stanford survey highlights frequent low-value AI output, prompting calls for leader-set guardrails.

Overview

  • Researchers coin “workslop” for AI-generated memos, emails and reports that look polished but lack substance and push cleanup onto coworkers.
  • In a survey of 1,150 U.S. desk workers, 40% encountered such output in the past month and spent about 1 hour 56 minutes dealing with each instance.
  • Back-of-the-envelope estimates put losses at roughly $186 per employee per month and more than $9 million annually for a 10,000-person organization.
  • Recipients report annoyance, confusion and offense, about half view senders as less creative, capable and reliable, and 18% of AI users admit sending low-quality AI content.
  • The study ties the problem to rapid, unguided adoption and urges guardrails, leader modeling and a “pilot” mindset, aligning with MIT findings that most AI pilots show no measurable ROI.