5 Non-AI Reasons Why You Still Have Toil

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Toil — manual, repetitive tasks and sometimes dubbed “busy work” — had been steadily declining since 2020, thanks to automation and streamlined workflows. But our annual SRE Report revealed a surprising reversal, as the median of time spent on toil has stopped improving in 2025 and actually rose back to 2023 levels.

The SRE Report 2025: Toil levels rise

The SRE Report 2025 Insight: Toil levels stopped improving. Is AI adding new demands?

With AI adoption accelerating, it’s easy to wonder if there is a cause-and-effect relationship. Headlines scream about automation…



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5 Non-AI Reasons Why You Still Have Toil


Toil — manual, repetitive tasks and sometimes dubbed “busy work” — had been steadily declining since 2020, thanks to automation and streamlined workflows. But our annual SRE Report revealed a surprising reversal, as the median of time spent on toil has stopped improving in 2025 and actually rose back to 2023 levels.

The SRE Report 2025: Toil levels rise

The SRE Report 2025 Insight: Toil levels stopped improving. Is AI adding new demands?

With AI adoption accelerating, it’s easy to wonder if there is a cause-and-effect relationship. Headlines scream about automation…



Source link

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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