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"improve on" is a legitimate and commonly used phrase in written English, especially in professional contexts.
It is used to refer to working on a subject or area to make it better or more successful. For example, "Our team is looking to improve on their customer service practices."
Dictionary
improve on
verb
To fix, make better or increase the quality of (something) in comparison to previous attempts; to contribute to an ongoing effort to improve (something).
Exact(60)
We can definitely improve on that.
"I can definitely improve on that.
Can't improve on that.
You improve on things?
How does bamboo improve on hardwood?
Can they improve on the situation?
"We need to improve on things.
You improve on what is there.
I have to improve on that.
Can we improve on existing social businesses?
How do you improve on the best?
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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