It can be worth it, but only if you start small and focus on clear use cases. Many mid-sized companies see gains by using LLMs for things like customer support, marketing content, or internal automation rather than building expensive custom systems. Studies show mid-market firms often get strong returns because productivity gains hit a bigger share of their operations, though costs and integration can still be significant if the rollout isn’t focused.