well... My company was aiming to do codegen to fix errors. We took quite some time to figure out what to do with AI in our product. When we finally implemented something, we found apis like gpt4 to be quite expensive, though GPT4 did work well for the task. We later turned towards llama2 and codellama, which worked decently but had a higher "wrong output" rate.
And then they laid off 60% of the workforce (We were only 30 people)... I am not sure LLMs are going to affect their outlook very positively in the long term.