From what I understand, she is sent various compositions by various people, and she then chooses what compositions she wants to use (this is also how she decided to work with TK again because one he sent her really stuck with her and she recognized instantly as TK because lol the TK sound) and writes lyrics for them. I imagine by now her arrangers are chosen because she's worked with them before and she knows what styles they will bring to her work.
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