It's easier and simpler to use an LLM service than to maintain those ad hoc models. Many replaced their old NLP pipelines with LLMs.

The place I work at, we replaced our old NLP pipelines with LLMs because they are easier to maintain and reach the same level of accuracy with much less work.

We are not running a call centre ourselves but we are a SaaS offering the services for call centre data analysis.