A task performed by Computer Programmers
Write or contribute to instructions or manuals to guide end users.
Technically, much of it, experts rate AI capability 4/5, but workers don't want it automated (desire 2.8/5). It's an Automation Red Light: proceed with care.
Do you want this task automated?
How much the people who do this task want AI to take it over (avg of 10 workers).
How capable experts rate current AI at this task (avg of 3 experts).
How much human involvement should stay?
The Human Agency Scale (H1–H5) captures how much human direction workers think this task should keep.
Why workers feel the way they do
- Frees up time for higher-value work50%
- It's repetitive40%
- Reduces human error20%
- Helps handle larger scale20%
- It's stressful10%
- It's difficult10%
How to automate this
Doable with technology, but keep a person clearly in charge.
Data entry & documentation
Capture it once, then let software reuse and fill the rest.
- 1List every field you re-type when you write or contribute to instructions or manuals to guide end users, then turn it into a template, saved reply, or form default.
- 2Collect input through a form so it arrives already structured, with no transcription.
- 3Use a no-code automation to copy data between your tools (Zapier, Make, Power Automate).
Tools that can help
Know a better way, or spot an error?
Share how you automate this in real life, or correct the data. Reviewed before publishing.
This is 1 of 11 tasks studied for Computer Programmers, where workers want 55% of tasks automated.
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