Tag

ai saas margin

1 article

AI-Native SaaS

AI-Native SaaS: RAG vs. Fine-Tuning Margin Impact at Scale

A gross margin comparison of RAG (retrieval-augmented generation) vs. fine-tuned models for AI-native SaaS products — the upfront and ongoing cost structures, the breakeven volume, and when each approach is the right margin decision.

10 min read