Automatable

A task performed by Tax Preparers

Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.

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 3.8/5, and experts rate current AI capability at 4.5/5. That puts it in the Automation Green Light zone.

Worker desire to automate3.8/5

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

AI capability today4.5/5

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.

H3Equal human–AI partnership

Why workers want this automated

  • It's repetitive60%
  • Frees up time for higher-value work40%
  • Reduces human error40%
  • It's stressful20%
  • Helps handle larger scale20%

How to automate this

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

Calculations & estimates

Turn the math into a reusable calculator.

  1. 1Build a spreadsheet model so estimates update from the inputs.
  2. 2Use the calculators already built into your industry software.
  3. 3Check with formulas instead of recomputing by hand.

Tools that can help

Excel / Google SheetsIndustry calculatorsAI for sanity checks

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 9 tasks studied for Tax Preparers, where workers want 89% of tasks automated.

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