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"recognized the need" is a correct and commonly used phrase in written English.
It means to become aware of or understand the necessity for something. Example: The company recognized the need for more diversity in their hiring practices to better represent their diverse customer base.
Exact(58)
"He recognized the need to reform the entertainment industry".
"Bill Hudgins recognized the need," Mr. Graves said.
But Southwest has recognized the need to adapt.
It is tragic that the development corporation has not recognized the need for such an undertaking.
At all times, Mariana recognized the need for quality education for all children.
Presidents Johnson and Carter both recognized the need for a strong person to do that job.
President Obama has recognized the need to educate the public about computer security.
He quickly recognized the need for more powerful lenses, more subtle tools.
Even before the current troubles began, it had recognized the need to broaden itself.
He recognized the need for compromise, for making deals and for striking bargains between opposing interests.
As a former congressman, Mr. Rumsfeld recognized the need to build public support for his proposals.
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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