Why don't AI-first startups offer LLM-agnostic platforms?

Usually because they were built on one provider and never invested in the abstraction layer needed for true agnosticism. Switching from a single-provider architecture to a multi-provider one is a major rewrite, which is why platforms built agnostic from the start — like Centralpoint — have a structural advantage. a