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StudyUpdated 23 Oct 2026

+14%more customer issues resolved per hour by support agents with a generative AI assistant, and +34% for novice and low-skilled agents

+14% more customer issues resolved per hour by support agents with a generative AI assistant, and +34% for novice and low-skilled agents (2020-2021 data, National Bureau of Economic Research, NBER working papers)

StudyChecked at source, 23 Oct 2026LargeGlobalAI · Work
Embed CSV JSON Source

Issues resolved per hour with a generative AI assistant

GroupProductivity gain
All support agents14%
Novice and low-skilled agents34%
Source: National Bureau of Economic Research, NBER working papers NBER w31161: 5,179 support agents at one firm.digitaltreed.com/statistics

In plain words

What this number really says

+14% more customer issues resolved per hour by support agents with a generative AI assistant, and +34% for novice and low-skilled agents (2020-2021 data).

+14%

the latest figure (2020-2021 data)

Large

company size covered

Study

type of source

Why you can trust it. National Bureau of Economic Research, NBER working papers: study, experiment or academic paper. 5,179 customer support agents at one US software firm; 89% worked outside the US, mostly in the Philippines.

Key facts

  • Period 2020-2021 data
  • Region Global
  • Company size Large
  • Next data One-off

Source: National Bureau of Economic Research, NBER working papers, 2020-2021 data

Method and use

How it was measured, and how to use it

How it was measured
Publisher
National Bureau of Economic Research, NBER working papers
Source type
Study: Experiment or academic paper
What it measures
+14% more customer issues resolved per hour by support agents with a generative AI assistant, and +34% for novice and low-skilled agents
Data period
2020-2021 data (ends 31 Dec 2021)
Published by the source
1 Apr 2023
Who is counted
5,179 customer support agents at one US software firm; 89% worked outside the US, mostly in the Philippines.
In the source's words
Access to the tool increases productivity, as measured by issues resolved per hour, by 14% on average, including a 34% improvement for novice and low-skilled workers
Checked at source
23 Oct 2026: Read on nber.org (w31161, Brynjolfsson, Li and Raymond; issued April 2023, revised November 2023) on 2026-10-23. One large software firm's support team.
Reuse
Working paper; quote with credit. Working papers are not peer reviewed.
Next expected update
One-off (National Bureau of Economic Research, one-off)
Original page
www.nber.org: NBER working papers
Data files
CSV · JSON (stable links)
Full change log
  • 23 Oct 2026CorrectionWording corrected to match the source: agents were mostly outside the US, so region is Global
Cite this number

APA

National Bureau of Economic Research. (2023). +14% more customer issues resolved per hour by support agents with a generative AI assistant, and +34% for novice and low-skilled agents. Via digitaltreed, https://digitaltreed.com/statistics/ai/ai-assistant-support-productivity

MLA

"+14% more customer issues resolved per hour by support agents with a generative AI assistant, and +34% for novice and low-skilled agents." National Bureau of Economic Research, NBER working papers, 2020-2021 data. digitaltreed, https://digitaltreed.com/statistics/ai/ai-assistant-support-productivity.

HTML link

<a href="https://digitaltreed.com/statistics/ai/ai-assistant-support-productivity">+14% more customer issues resolved per hour by support agents with a generative AI assistant, and +34% for novice and low-skilled agents</a> (National Bureau of Economic Research, 2020-2021 data)
Embed the chart
<iframe src="https://digitaltreed.com/statistics/embed/ai-support-agent-gains" width="640" height="420" loading="lazy" title="Issues resolved per hour with a generative AI assistant"></iframe> <p>Source: <a href="https://digitaltreed.com/statistics/ai/ai-assistant-support-productivity">+14% more customer issues resolved per hour by support agents with a generative AI assistant, and +34% for novice and low-skilled agents, digitaltreed</a></p>
CSV

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FAQ

Questions about this number

What is the latest figure for work (Global)?

+14% more customer issues resolved per hour by support agents with a generative AI assistant, and +34% for novice and low-skilled agents, for 2020-2021 data, according to National Bureau of Economic Research, NBER working papers. We checked it at the source on 23 Oct 2026.

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Every number on this page was checked at its original source. Free to cite with a link to this page.