Automatable

A task performed by Management Analysts

Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.

Red LightAI can do it · workers don't want it

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?

Worker desire to automate2.8/5

How much the people who do this task want AI to take it over (avg of 5 workers).

AI capability today4.0/5

How capable experts rate current AI at this task (avg of 2 experts).

How much human involvement should stay?

The Human Agency Scale (H1–H5) captures how much human direction workers think this task should keep.

H3Equal human–AI partnership

Why workers feel the way they do

  • Frees up time for higher-value work20%
  • It's difficult20%
  • Helps handle larger scale20%

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.

  1. 1List every field you re-type when you document findings of study and prepare recommendations for implementation of new systems, then turn it into a template, saved reply, or form default.
  2. 2Collect input through a form so it arrives already structured, with no transcription.
  3. 3Use a no-code automation to copy data between your tools (Zapier, Make, Power Automate).

Tools that can help

Google Forms / TypeformZapier or MakeNotion or Airtable

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 4 tasks studied for Management Analysts, where workers rate 25% of tasks 3 or higher out of 5 for wanting them automated.

See the 15 tasks workers most want AI to take over, across all studied roles, in our ranked guide.

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