Since we first launched Copilot to our earliest clients, we’ve been intently learning how persons are utilizing AI at work—what’s going effectively, the place there are challenges, and what early behaviors can train us about adopting and rolling out AI broadly. And we wish to share what we’re studying with leaders who want to drive AI adoption with their very own folks. Up first: the findings we name “the 11-by-11 tipping level,” which present the time it takes for you and your folks to begin constructing an AI behavior. Allow us to clarify.  

What we did: We requested 1,300 Copilot for Microsoft 365 customers throughout completely different features and industries about AI’s influence on their productiveness, work enjoyment, and extra. Then we analyzed which components have been extra more likely to affect these outcomes. 

What we discovered: A time financial savings of simply 11 minutes a day was the magic quantity the place customers began to see worth from AI. 

To be clear, most individuals truly saved extra time every day: probably the most environment friendly customers saved half-hour a day, the equal of 10 hours a month, whereas the typical particular person saved 14 minutes a day, or almost 5 hours every month. However in accordance with our analysis, 11 minutes of time financial savings is all it takes for most individuals to really feel like AI is beneficial—the important thing to getting a behavior to stay. 

And because it seems, 11 is a vital quantity. We additionally discovered that 11 weeks is the breakthrough second at which most individuals say Copilot improves 4 key areas at work: productiveness, work enjoyment, work-life stability, and the power to attend fewer conferences.  

Making Work Higher

Over the course of about one enterprise quarter (11 weeks), Copilot customers noticed enchancment in 4 key outcomes: productiveness, assembly aid, work enjoyment, and work-life stability.

A set of 4 bar charts exhibiting that Copilot customers see enhancements on key outcomes over the course of a enterprise quarter. Over the course of 6, 10, and greater than 10 weeks, 67%, 70%, and 75% of customers say they’re extra productive; over the course of 6, 10, and greater than 10 weeks, 45%, 49%, and 57% of customers say it helps them take pleasure in work extra; over the course of 6, 10, and greater than 10 weeks, 23%, 27%, and 34% of customers say it helps them have higher work-life stability; over the course of 6, 10, and greater than 10 weeks, 18%, 22%, and 37% say they’re able to attend fewer conferences.

Why it issues: Thus, the 11-by-11 tipping level: Simply 11 minutes a day of time financial savings over 11 weeks of utilization is the magic formulation for unlocking Copilot worth. That implies that in rather less than a enterprise quarter, many of the Copilot customers at your organization can type an AI behavior—one that may energy your group to new heights. 

So how do you get folks to 11-by-11? First, discover the simple wins that instantly save 11 minutes a day. To mannequin the best way to make amends for missed conferences, inform your folks to not fear about taking notes or listening to the recording, and as a substitute ask AI to recap the important thing factors. Executives can use it to summarize lengthy paperwork or drawn-out electronic mail chains. Take into consideration examples particular to completely different roles too: recruiters, as an example, can simply save 11 minutes through the use of AI to jot down up job descriptions. By narrowing in on these use circumstances that ship from the beginning, your folks will extra rapidly save 11 minutes a day. 

Second, encourage them to keep it up till they’ve used AI for 11 weeks. Remind them that it is a new manner of working and it takes time to construct new habits—and mannequin that habits by way of your continued use of AI.  

Over 11 weeks, that 11 minutes a day provides as much as 10 hours saved—or one entire work week every year. That’s a behavior we are able to get behind. 


Methodology: The continuing Copilot Utilization within the Office survey launched in September 2023. It surveys each Microsoft workers and early customers of Copilot at different corporations, principally in North America and Europe. All customers included within the evaluation had been utilizing Copilot for no less than three weeks.


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