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Generative Artificial Intelligence, Time Savings: Business and Financial Operations Occupations (RPSGENAITSOCC2)

Observations

Q1 2026: 3.18982
Updated: Jul 23, 2026 10:20 AM CDT
Q1 2026:  3.18982  
Q4 2025:  3.28240  
Q3 2025:  2.52923  
Q2 2025:  1.78255  
Q1 2025:  1.52220  

Units:

Percent,
Not Seasonally Adjusted

Frequency:

Quarterly

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Notes

Title Release Dates
Generative Artificial Intelligence, Time Savings: Business and Financial Operations Occupations 2026-06-18 2026-06-18
 
Source    
Bick, Alexander 2026-06-18 2026-06-18
Blandin, Adam 2026-06-18 2026-06-18
Deming, David 2026-06-18 2026-06-18
 
Release    
Real-Time Population Survey: Generative Artificial Intelligence Adoption Tracker 2026-06-18 2026-06-18
 
Units    
Percent 2026-06-18 2026-06-18
 
Frequency    
Quarterly 2026-06-18 2026-06-18
 
Seasonal Adjustment    
Not Seasonally Adjusted 2026-06-18 2026-06-18
 
Notes    
This series reports the share of total work hours saved by employed adults aged 18-64 in Business and Financial Operations Occupations due to the use of generative artificial intelligence at work. Employed respondents who used generative artificial intelligence for their job last week are asked how many additional hours of work they would have needed to complete the same amount of work without access to it, in brackets ranging from less than 1 additional hour to more than 4 additional hours. Time savings are zero by construction for non-users. Data comes from the Real-Time Population Survey (RPS), a nationally representative online labor market survey of working-age adults aged 18-64 in the United States. When using this work, please cite: The Rapid Adoption of Generative AI, A. Bick, A. Blandin, and D. Deming, Management Science (2026) (https://pubsonline.informs.org/doi/10.1287/mnsc.2025.02523). See https://www.genaiadoptiontracker.com/ for more information.

2026-06-18 2026-06-18

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Time Bick, Alexander Blandin, Adam Deming, David 18 to 64 Years Survey Artificial Intelligence Working-Age Productivity Academic Data Occupation Finance Financial Business Percent Employment Quarterly Copyrighted: Citation Required Not Seasonally Adjusted