Generative Al at Work

This is, to our knowledge, the first study of the impact of generative Al when deployed at scale in the workplace.

April 1, 2023

The emergence of generative artificial intelligence (Al) has attracted significant attention, but there have been few studies of its economic impact.

We study the staggered introduction of a generative AI-based conversational assistant using data from 5,179 customer support agents. Access to the tool increases productivity, as measured by issues resolved per hour, by 14 percent on average, with the greatest impact on novice and low skilled workers, and minimal impact on experienced and highly skilled workers. We provide suggestive evidence that the AI model disseminates the potentially tacit knowledge of more  and helps newer workers move down the experience curve. In addition, we show that AI assistance improves customer sentiment, reduces requests for managerial intervention, and improves employee retention.

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Read the full study on NBER

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