The architectural shift from SaaS (surfacing) to AI-native (embedding) doesn’t just change how software works—it fundamentally transforms how companies capture value. This isn’t an evolutionary adjustment to existing monetization models; it’s a categorical break that invalidates the core economic assumptions of the SaaS era
From SaaS Economics to AI-Native Monetization
The architectural shift from SaaS (surfacing) to AI-native (embedding) doesn’t just change how software works—it fundamentally transforms how companies capture value. This isn’t an evolutionary adjustment to existing monetization models; it’s a categorical break that invalidates the core economic assumptions of the SaaS era