Some. Many companies have relied in the past on the fact that doing things is freaking complicated. Such as maintaining your own services instead of using something from a provider like AWS.

What used to be a half year transition project that will be half-assed due to resource constraints, can now be properly done in a month by a skilled engineering team works on it with LLM leverage.

Of course, if America was still a trusted ally (like if Harris was president), we still wouldn't be doing it. Even if it was easy now.