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The phrase "a completely new methodology" is correct and usable in written English.
You can use it when discussing a fresh approach or system for conducting research or analysis in a particular field.
Example: "Our team has developed a completely new methodology for assessing environmental impact."
Alternatives: "an entirely new approach" or "a wholly innovative method."
Exact(1)
This paper describes an expert system that classifies the prefectures of Greece into forest fire risk zones, using a completely new methodology.
Similar(59)
A whole new methodology is required.
Within this methodology Performance Evaluation process is treated as a completely new and different fusion process.
A completely new adventure.
Bars is a completely new event.
It is a completely new canal.
It's a completely new sound".
It's a completely new life".
"I just wanted a completely new direction".
It has a completely new approach.
Tomorrow is a completely new day".
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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