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AI & Automation

What AI automation actually replaces (and what it doesn't)

8 Apr 20265 min read

Replace with your own writing .

Where it pays back fastest

High-volume, low-judgement, well-documented tasks. Listing generation, triage, monitoring, data cleanup.

Where it fails

Anything where the process itself is undecided. Automating an unclear process just produces unclear output faster.

How I scope it

Walk through the audit you run before quoting an automation project.