AI-native describes products and companies designed around AI from inception rather than retrofitted: the core workflow assumes model capabilities, the data arc
Products and companies designed around AI from inception rather than retrofitted: the core workflow assumes model capabilities, the data architecture feeds learning loops, the team operates with AI leverage, and unit economics price inference as cost of goods sold.
Because they restructure cost curves, delivering support, content, software, or services at fractions of incumbent cost. That structural cost advantage, not a single feature, is precisely the competitive threat boards ask about in 2026.