Automatable

A task performed by Human Resources Managers

Administer compensation, benefits, and performance management systems, and safety and recreation programs.

R&D OpportunityWorkers want it · AI can't yet

Not yet. Workers want this automated (4/5), but experts rate today's AI capability at only 2.5/5, the technology isn't there. It's an R&D Opportunity.

Worker desire to automate4.0/5

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

AI capability today2.5/5

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.

H4AI assists, but humans lead

Why workers want this automated

  • Reduces human error50%
  • Frees up time for higher-value work40%
  • It's repetitive30%
  • It's stressful30%
  • Helps handle larger scale20%

How to automate this

Workers want this gone, but today's tools only get part of the way. Automate the edges.

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 5 tasks studied for Human Resources Managers, where workers want 80% of tasks automated.

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