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Your question is too vague to give any practical advice. I guess my advice is don't be so vague? There are 100s of subjects within the umbrella term of AI (you're actually talking about tokenized data inferred by LLMs but I digress). A healthy distrust around centralization of all the things is an honest conversation between adults. Using these various LLMs to remove tedious blockers to one's work is perfectly acceptable.
Now if you're coming at this from an envrionmental angle, then have that conversation with your people just as honestly as the centralization conversation. If you're in a position wherein people hang on your advice, being diplomatic for self-preservation reasons is the worst thing you can do.