Automatable

A task performed by Production, Planning, and Expediting Clerks

Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.

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

Not yet. Workers want this automated (3/5), but experts rate today's AI capability at only 2.75/5, the technology isn't there. It's an R&D Opportunity.

Worker desire to automate3.0/5

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

AI capability today2.8/5

How capable experts rate current AI at this task (avg of 4 experts).

How much human involvement should stay?

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

H2AI needs minimal human input

Why workers want this automated

  • Frees up time for higher-value work80%
  • Helps handle larger scale80%
  • Reduces human error60%
  • It's repetitive40%
  • It's stressful20%
  • It's difficult20%

How to automate this

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

Scheduling & coordination

Let people book and remind themselves.

  1. 1Share a booking link so meetings schedule without back-and-forth.
  2. 2Use calendar rules and templates for recurring events and reminders.
  3. 3Automate confirmations and follow-ups with a no-code flow.

Tools that can help

Calendly / Cal.comGoogle CalendarZapier or Make

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 Production, Planning, and Expediting Clerks, where workers want 64% of tasks automated.

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