Glean's Work AI Institute report indicates that while workers are using AI and feel more productive—saving about 11 hours a week—most companies are not experiencing the expected performance improvements due to hidden labor and lack of context. The findings highlight a disconnect in enterprise AI strategies, suggesting that simply increasing AI usage does not equate to enhanced business value, and emphasize the need for better integration and training around AI in the workplace.
The most valuable insight for you is that while AI adoption in enterprises is high, the anticipated business impact is not being realized due to hidden labor such as "botsitting" and unverified outputs from "botshitting." To truly benefit from AI, companies should focus on grounding AI in enterprise context, redesigning workflows around AI, and building governance into daily operations—shifting the focus from adoption metrics to actual business outcomes. This aligns with the need for integrating AI in a way that enhances workflow automation and enterprise architecture without compromising quality.