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The phrase "add more complexity" is correct and usable in written English.
You can use it when discussing the need to increase the intricacy or difficulty of a subject, task, or situation.
Example: "To enhance the depth of our analysis, we should add more complexity to our research framework."
Alternatives: "increase the intricacy" or "introduce additional layers".
Exact(20)
The resistor network would simply add more complexity and a possible point of failure.
We believe that our data add more complexity for the understanding of protein aggregation role in AD etiology.
Cryogenic entities such as superconducting cables or fault current limiters add more complexity to the design of the bushing.
So often I see HR leaders, when we see a problem, we just add more complexity to the solution.
To add more complexity, members of the 10-person cast play multiple roles, and sometimes more than one in the same scene.
It will undermine investment – as a number of service providers have warned – and it would also increase costs, divert resources and add more complexity just when we're beginning to make progress on improving service".
Similar(40)
Any new business's cash flow will always be impeded by the struggling market, so it is critical that they shore up the foundation of what they have before they try to add more complexities".
With Madsen's generous partnering as the ultimate troubled youth they forge a believably complex relationship, perhaps adding more complexity and probing to the show than the source material.
It adds more complexity to our situation".
However, this adds more complexity to the adopted power converters.
Again, this adds more complexity to the character.
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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