What is model fine-tuning and when does it make sense for a business?

Most organisations experimenting with AI are using foundation models out of the box. They plug in a general-purpose model, write a prompt, and wonder why the outputs feel slightly off — too generic, wrong in tone, occasionally wrong in fact. The instinct is to keep tweaking the prompt. Sometimes…