Price.
Data privacy.
Controlled latency.
Plenty of reasons to not send arbitrary data to a third party service.
Data privacy.
Controlled latency.
Plenty of reasons to not send arbitrary data to a third party service.
This doesn't take away from high availability being a legitimate need to host your own LLM, though.
In the short term I agree, and one thing to consider is how rapidly the space is evolving and whether your team can even keep up with the latest advancements.
However, there will come a time when the bill comes due after launch and it will be very tempting to hire people to reduce the CapEx on the API.