I apologize, I jumped to a conclusion too quickly, assuming that you are not triggering federal taxation. But LLCs only file 1120 if they elect to be taxed as C-Corp via Form 8832.
If the foreign-owned single-member LLC is deemed to engage in US Trade or Business and has Effectively Connected...