Redesign a workflow

Allocate each workflow step to a human, deterministic rules or AI assistance and observe the operating trade-off.

Automation is not a slider from manual to autonomous. It is a design problem about where judgement, repeatability and accountability belong.

Illustrative effort model. The numbers are relative within the experience and are not productivity benchmarks.