17
Mar
Understanding Pricing for AI-Native SoftwareAI-native software differs from traditional SaaS because intelligence is not an add-on; it is the core product. Costs are driven by data ingestion, model training or inference, compute usage, and continuous improvement loops. Value is often delivered dynamically rather than through static features. As a result, pricing models that work for classic software subscriptions may fail to capture value or protect margins for AI-native businesses.Successful pricing aligns three elements: customer-perceived value, cost structure driven by compute and data, and predictability for both buyer and seller.Usage-Based Pricing: Aligning Cost and ValueUsage-based pricing charges customers based on how…
