This is what AI evals [1] and local llms should be a focus of your investment.
If you can define good enough for you and local llms can meet that you'll get:
- no vendor lock-in (control)
- price
- stability (you decide when to hot swap with newer models)
- speed (control)
- full observability and predictability.
- Privacy / Data Locality (Depending on implementation of infrastructure).
- [1] https://alexhans.github.io/posts/series/evals/measure-first-...