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Discover LudwigThe phrase "as a machine" is correct and usable in written English.
It can be used to describe something that operates or functions in a mechanical or automated manner, often in a metaphorical sense.
Example: "He approached the task as a machine, completing it with precision and speed."
Alternatives: "like a machine" or "in a mechanical way".
Exact(57)
As a machine, it's amazing.
It was haunting, stern, as implacable as a machine.
2dly, as a machine for the corruption of the legislature".
You need to actually see it as a machine.
The image of Hincapie, toiling as sure as a machine, has stayed with him.
What could betray it as a machine — a lack of kindness?
As a machine, the Turtle King was in desperate need of improvement.
"Consider it as a machine I have put in motion without knowing its outcomes," he said.
Similar(3)
The advice from Bossy is as weak as a machine-made brew.
Changing his surname to Lomon, he joined the British battalion as a machine-gunner and infantryman.
Powers joined the Army when he was 17 and served as a machine-gunner in the Iraq war.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com