17
Mar
Understanding Pricing for AI-Native SoftwareAI-native software stands apart from conventional SaaS because intelligence is not an extra layer but the fundamental offering; costs stem from data intake, model training or inference, computing demands, and ongoing refinement cycles, while value is typically delivered in real time rather than through fixed functionalities, meaning that pricing structures suited to traditional software subscriptions may fail to reflect actual value or maintain healthy margins for AI-native companies.Successful pricing emerges when three factors work in harmony: the value customers believe they receive, the underlying cost structure shaped by compute and data, and a sense of predictability…