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#5 · Business Process · Established

What should a business automate first with AI?

Automate a repetitive, measurable step with a clear owner and a safe failure mode. Good first targets include classification, transcription, data entry, document routing, and draft generation. The business should be able to measure time saved and correction rate before expanding the scope.

Aria assessment: Measure before scalingBusiness value: MediumDifficulty: Low

Recommended implementation

  1. 1. Document the current process and baseline its cost.
  2. 2. Automate one handoff or transformation.
  3. 3. Set an approval threshold and a fallback path.
  4. 4. Compare time saved, errors, and customer impact after 30 days.

Best fit and boundaries

Best for: Teams with a repetitive process, a baseline time measurement, and a named reviewer.

Avoid or escalate when: The current process is not understood or no one can verify the output.