Seeing as how LLMs objectively increase performance when used correctly, I'd support the company's decision to let you go for specifically performance reasons. I'm not saying you should be all in on LLMs end to end, but there are individual processes in every workflow that can be enhanced by the tool. If you find those, you will perform better than you could without LLMs, no question.