AI-native software economics: 17% margins vs 70% SaaS margins

Economic analysis reveals AI-native SaaS gross margins collapsing to roughly 17% versus traditional SaaS's 70%, driven by uncacheable personalized outputs and reasoning models consuming 10-100x more tokens per query. The piece proposes four alternative business models, critical reading for founders and investors pricing AI products.