Who Benefits Most From AI at Work? New Research Points to Agency
A new workplace study suggests that having a say in how AI fits your job may matter as much as the technology itself.
Your employer introduces an AI assistant. It can summarize a long document in seconds, draft an update, and suggest next steps. Impressive. But who decides when to use it, how to check its work, and what happens to its suggestions?
Released October 21, 2026, Charter’s AI Pulse suggests that workers who report benefiting from AI tend to have more influence over how it fits their jobs. That gives us a more interesting question than how fast AI can complete a task: who gets to shape the outcome?
What the new research found
Charter drew on more than 5,000 surveys and 90 interviews with people who use AI. Its researchers asked whether the technology was making work and life better.
About 42.7% of respondents said AI was making both their work and life at least somewhat better. Only 10.5% said it was making both much better. Those numbers suggest that having access to AI and getting substantial personal value from it are different experiences.
The strongest factor associated with reported benefits was agency: being involved in how AI fits into your job and having influence over how you use it. People who used AI daily were about twice as likely as weekly users to report benefits. More advanced use, such as building agents, was less strongly associated with those benefits.
Charter also reported that executives were nearly twice as likely as individual contributors to say they trusted AI output more than their own judgment. This measures reported trust, rather than what people actually do in consequential decisions.
This was self-reported, observational research. It cannot establish that more agency or more frequent AI use caused better outcomes, and its findings do not necessarily apply to people who never use AI at work.
From the Focused Human Lens
Every time you turn to AI, you make an attention decision. The tool can suggest words, summaries, or next steps. Your attention determines which question deserves asking, which tradeoffs matter, and what you ultimately choose.
Consider a client email. AI can draft three versions in seconds. You can notice what each emphasizes, decide which one respects the relationship, and edit the message to reflect your priorities. Seeing yourself as the person directing this process changes how you approach the task.
That awareness creates room for agency. You can choose where your judgment belongs before requesting help, then use the output to inform your decision. Small, repeated choices can support work that reflects your thinking and the outcomes you genuinely care about.
One thing to try
Before your next AI-assisted task, complete two sentences:
“I want AI to help me with ______.”
“The decision I will make myself is ______.”
For example: “Help me compare three proposals. I will decide which tradeoffs matter for this client.” Afterward, ask whether the tool clarified the choice or simply made it easier to stop thinking about it.
Takeaway: The value of AI at work includes the choices you remain involved in making.
Reflection: Where in your work would you like a greater say in how AI is used?
Related reading: When AI Helps at Work, Make Your Judgment Easier to See
Want to understand what draws your attention during the day? Start with the free Attention Quiz and see which patterns are worth noticing.
Stay curious!
