Automatable

A task performed by Training and Development Specialists

Keep up with developments in area of expertise by reading current journals, books, or magazine articles.

Green LightWorkers want it · AI can do it

Likely yes, and the people who do it want it gone. Workers rate their desire to automate this 3.6/5, and experts rate current AI capability at 4/5. That puts it in the Automation Green Light zone.

Worker desire to automate3.6/5

How much the people who do this task want AI to take it over (avg of 10 workers).

AI capability today4.0/5

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.

H3Equal human–AI partnership

Why workers want this automated

  • Reduces human error50%
  • Frees up time for higher-value work40%
  • It's repetitive30%
  • It's difficult30%
  • Helps handle larger scale30%
  • It's stressful20%

How to automate this

Good news: this is a strong candidate to automate now.

Where to start

Remove the repetitive parts first.

  1. 1Template anything you do the same way each time.
  2. 2Connect your tools with a no-code automation (Zapier, Make, Power Automate).
  3. 3Use AI for the first draft, then review.

Tools that can help

Zapier or MakeTemplatesAI assistant

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 10 tasks studied for Training and Development Specialists, where workers want 70% of tasks automated.

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